LAMPIRAN I Bahasa Program Turbo Pascal Bahasa Program Perhitungan Koefisien Transfer bulan Februari Program Turunan; Uses Wincrt; Type int = array

71 LAMPIRAN I Bahasa Program Turbo Pascal Bahasa Program Perhitungan Koefisien Transfer bulan Februari Program Turunan; Uses Wincrt; Type int = array [1..100] of integer; pecahan = array [1..100] of real; Var k1,k2,t,r,a,b,l,c,d,bb:pecahan; i,j:integer;d0,l0:real; Begin {-----Program Utama-----} k1[1]:=0.3714;k1[2]:=0.4198;k1[3]:=0.4656;k1[4]:=0.5136; k2[1]:=0.7958;k2[2]:=0.7714;k2[3]:=1.001;k2[4]:=0.1144; t[1]:=0.3531;t[2]:=0.0930;t[3]:=0.1378;t[4]:=0.0775; R[1]:=42.27;R[2]:=19.52;R[3]:=31.42;R[4]:=16.54; for i:=1 to 4 do begin c[i]:=(1/(86.4*r[i]))*exp(-k1[i]*t[i]); end; b[1]:=(1/(86.4*r[1]))*exp(-k1[1]*t[1]); a[1]:=-(k1[1]/k2[1]-k1[1])*(exp(-k1[1]*t[1])-exp(-k2[1]*t[1]))*b[1]; GotoXY(25,2);Writeln(' bn');gotoxy(50,2); Writeln(' an'); GotoXY(25,4);Writeln(b[1]:10:10);GotoXY(50,4); Writeln(a[1]:10:10); i:=2; b[2]:=b[i-1]*exp(-k1[2]*t[2]/86.4); a[2]:=-(k1[2]/k2[2]-k1[2])*(exp(-k1[2]*t[2])-exp(-k2[2]*t[2]))*c[i] +(exp(-k2[2]*t[2])*a[i-1]); GotoXY(25,6);Writeln(b[2]:10:10);GotoXY(50,6); Writeln(a[2]:10:10); i:=3; b[3]:=(1/(86.4*r[2]))*exp(-k1[2]*t[2]); a[3]:=-(k1[2]/k2[2]-k1[2])*(exp(-k1[2]*t[2])-exp(-k2[2]*t[2]))*b[i]; GotoXY(25,7);Writeln(b[3]:10:10);GotoXY(50,7); Writeln(a[3]:10:10); i:=4;j:=5; for i:=4 to 5 do

72 begin b[i]:=b[i-1]*exp(-k1[3]*t[3]); a[i]:=-(k1[3]/k2[3]-k1[3])*(exp(-k1[3]*t[3])-exp(-k2[3]*t[3]))*c[2] +(exp(-k2[3]*t[3])*a[i-1]); GotoXY(25,j+4);Writeln(b[i]:10:10);GotoXY(50,j+4); Writeln(a[i]:10:10); j:=j+1; end; i:=6; b[6]:=(1/(86.4*r[3]))*exp(-k1[3]*t[3]); a[6]:=-(k1[3]/k2[3]-k1[3])*(exp(-k1[3]*t[3])-exp(-k2[3]*t[3]))*b[i]; GotoXY(25,11);Writeln(b[6]:10:10);GotoXY(50,11); Writeln(a[6]:10:10); i:=7;j:=9; for i:=7 to 9 do begin b[i]:=b[i-1]*exp(-k1[4]*t[4]); a[i]:=-(k1[4]/k2[4]-k1[4])*(exp(-k1[4]*t[4])-exp(- k2[4]*t[4]))*c[3]+(exp(-k2[4]*t[4])*a[i-1]); GotoXY(25,j+4);Writeln(b[i]:10:10);GotoXY(50,j+4); Writeln(a[i]:10:10); j:=j+1; end; i:=10; b[10]:=(1/(86.4*r[4]))*exp(-k1[4]*t[4]); a[10]:=-(k1[4]/k2[4]-k1[4])*(exp(-k1[4]*t[4])-exp(-k2[4]*t[4]))*b[i]; GotoXY(25,16);Writeln(b[10]:10:10);GotoXY(50,16); Writeln(a[10]:10:10); end.

73 Tampilan Program: Bahasa Program Perhitungan Koefisien Transfer bulan Agustus Program Turunan; Uses Wincrt; Type int = array [1..100] of integer; pecahan = array [1..100] of real; Var k1,k2,t,r,a,b,l,c,d,bb:pecahan; i,j:integer;d0,l0:real; Begin {-----Program Utama-----} k1[1]:=0.4198;k1[2]:=0.4267;k1[3]:=0.4864;k1[4]:=0.5712; k2[1]:=1.3684;k2[2]:=0.5482;k2[3]:=1.0634;k2[4]:=1.2168; t[1]:=0.5745;t[2]:=0.1513;t[3]:=0.2242;t[4]:=0.1261; R[1]:=25.45;R[2]:=13.36;R[3]:=22.88;R[4]:=10.27; for i:=1 to 4 do begin c[i]:=(1/(86.4*r[i]))*exp(-k1[i]*t[i]); end; b[1]:=(1/(86.4*r[1]))*exp(-k1[1]*t[1]); a[1]:=-(k1[1]/k2[1]-k1[1])*(exp(-k1[1]*t[1])-exp(-k2[1]*t[1]))*b[1]; GotoXY(25,2);Writeln(' bn');gotoxy(50,2); Writeln(' an'); GotoXY(25,4);Writeln(b[1]:10:10);GotoXY(50,4); Writeln(a[1]:10:10); i:=2;

74 b[2]:=b[i-1]*exp(-k1[2]*t[2]/86.4); a[2]:=-(k1[2]/k2[2]-k1[2])*(exp(-k1[2]*t[2])-exp(-k2[2]*t[2]))*c[i] +(exp(-k2[2]*t[2])*a[i-1]); GotoXY(25,6);Writeln(b[2]:10:10);GotoXY(50,6); Writeln(a[2]:10:10); i:=3; b[3]:=(1/(86.4*r[2]))*exp(-k1[2]*t[2]); a[3]:=-(k1[2]/k2[2]-k1[2])*(exp(-k1[2]*t[2])-exp(-k2[2]*t[2]))*b[i]; GotoXY(25,7);Writeln(b[3]:10:10);GotoXY(50,7); Writeln(a[3]:10:10); i:=4;j:=5; for i:=4 to 5 do begin b[i]:=b[i-1]*exp(-k1[3]*t[3]); a[i]:=-(k1[3]/k2[3]-k1[3])*(exp(-k1[3]*t[3])-exp(-k2[3]*t[3]))*c[2] +(exp(-k2[3]*t[3])*a[i-1]); GotoXY(25,j+4);Writeln(b[i]:10:10);GotoXY(50,j+4); Writeln(a[i]:10:10); j:=j+1; end; i:=6; b[6]:=(1/(86.4*r[3]))*exp(-k1[3]*t[3]); a[6]:=-(k1[3]/k2[3]-k1[3])*(exp(-k1[3]*t[3])-exp(-k2[3]*t[3]))*b[i]; GotoXY(25,11);Writeln(b[6]:10:10);GotoXY(50,11); Writeln(a[6]:10:10); i:=7;j:=9; for i:=7 to 9 do begin b[i]:=b[i-1]*exp(-k1[4]*t[4]); a[i]:=-(k1[4]/k2[4]-k1[4])*(exp(-k1[4]*t[4])-exp(- k2[4]*t[4]))*c[3]+(exp(-k2[4]*t[4])*a[i-1]); GotoXY(25,j+4);Writeln(b[i]:10:10);GotoXY(50,j+4); Writeln(a[i]:10:10); j:=j+1; end; i:=10; b[10]:=(1/(86.4*r[4]))*exp(-k1[4]*t[4]); a[10]:=-(k1[4]/k2[4]-k1[4])*(exp(-k1[4]*t[4])-exp(-k2[4]*t[4]))*b[i]; GotoXY(25,16);Writeln(b[10]:10:10);GotoXY(50,16);

75 Writeln(a[10]:10:10); end. Tampilan Program: Bahasa Program Perhitungan Faktor Koreksi Bulan Februari Program Turunan; Uses Wincrt; Type int = array [1..100] of integer; pecahan = array [1..100] of real; Var k1,k2,t,r,l,d,c,ld,dd,gm,dt,bb,cs:pecahan; i,j:integer;d0,l0:real; Begin {-----Program Utama-----} k1[1]:=0.3714;k1[2]:=0.4198;k1[3]:=0.4656;k1[4]:=0.5136; k2[1]:=0.7958;k2[2]:=0.7714;k2[3]:=1.001;k2[4]:=0.1144; t[1]:=0.3531;t[2]:=0.0930;t[3]:=0.1378;t[4]:=0.0775; R[1]:=42.27;R[2]:=19.52;R[3]:=31.42;R[4]:=16.54 d0:=6.2;l0:=6; BB[1]:=677.80;BB[2]:=3396.19;BB[3]:=1538.26;BB[4]:=859.27; CS[1]:=8.5475;CS[2]:=8.1594;CS[3]:=7.9448;CS[4]:=7.6214; ld[1]:=9.75;ld[2]:=10.3;ld[3]:=9.1;ld[4]:=11.85; dd[1]:=4;dd[2]:=4.3;dd[3]:=3.1;dd[4]:=3.9; l[1]:=(l0+(bb[1]/(86.4*r[1])))*exp(-k1[1]*t[1]);

76 d[1]:=-(k1[1]/k2[1]-k1[1])*(exp(-k1[1]*t[1])-exp(- k2[1]*t[1]))*l[1]+(exp(-k2[2]*t[2])*d0); GotoXY(5,2);Writeln(' l');gotoxy(25,2);writeln(' d'); GotoXY(45,2);writeln('gamma');GotoXY(60,2);writeln('delta'); GotoXY(5,4);Writeln(l[1]:10:10);GotoXY(25,4); Writeln(d[1]:10:10); i:=2;j:=1; for i:=2 to 4 do begin l[i]:=(l[i-1]+(bb[i]/(86.4*r[i])))*exp(-k1[i]*t[i]); d[i]:=-(k1[i]/k2[i]-k1[i])*(exp(-k1[i]*t[i])-exp(-k2[i]*t[i]))*l[i]+(exp(- k2[i]*t[i])*d[i-1]); GotoXY(5,4+j);Writeln(l[i]:10:10);GotoXY(25,4+j); Writeln(d[i]:10:10); j:=j+1; end; j:=1; for i:=1 to 4 do begin dt[i]:=cs[i]-d[i]-dd[i]; gm[i]:=ld[i]-l[i]; GotoXY(45,3+j);writeln(gm[i]:10:10);GotoXY(60,3+j);writeln(dt[i]:10: 10); j:=j+1; end; end. Tampilan Program:

77 Bahasa Program Perhitungan Faktor Koreksi Bulan Februari Program Turunan; Uses Wincrt; Type int = array [1..100] of integer; pecahan = array [1..100] of real; Var k1,k2,t,r,l,d,c,ld,dd,gm,dt,bb,cs:pecahan; i,j:integer;d0,l0:real; Begin {-----Program Utama-----} k1[1]:=0.4198;k1[2]:=0.4267;k1[3]:=0.4864;k1[4]:=0.5712; k2[1]:=1.3684;k2[2]:=0.5482;k2[3]:=1.0634;k2[4]:=1.2168; t[1]:=0.5745;t[2]:=0.1513;t[3]:=0.2242;t[4]:=0.1261; R[1]:=25.45;R[2]:=13.36;R[3]:=22.88;R[4]:=10.27; d0:=6.7;l0:=6.15; BB[1]:=677.80;BB[2]:=3396.19;BB[3]:=1538.26;BB[4]:=859.27; CS[1]:=8.159;CS[2]:=8.448;CS[3]:=7.451;CS[4]:=7.55; ld[1]:=5.1;ld[2]:=10.95;ld[3]:=10.5;ld[4]:=8.15; dd[1]:=5.4;dd[2]:=4.2;dd[3]:=1.5;dd[4]:=1.2;l[1]:=(l0+(bb[1]/(86.4*r[ 1])))*exp(-k1[1]*t[1]); d[1]:=-(k1[1]/k2[1]-k1[1])*(exp(-k1[1]*t[1])-exp(- k2[1]*t[1]))*l[1]+(exp(-k2[2]*t[2])*d0); GotoXY(5,2);Writeln(' l');gotoxy(25,2);writeln(' d'); GotoXY(45,2);writeln('gamma');GotoXY(60,2);writeln('delta'); GotoXY(5,4);Writeln(l[1]:10:10);GotoXY(25,4); Writeln(d[1]:10:10); i:=2;j:=1; for i:=2 to 4 do begin l[i]:=(l[i-1]+(bb[i]/(86.4*r[i])))*exp(-k1[i]*t[i]); d[i]:=-(k1[i]/k2[i]-k1[i])*(exp(-k1[i]*t[i])-exp(-k2[i]*t[i]))*l[i]+(exp(- k2[i]*t[i])*d[i-1]); GotoXY(5,4+j);Writeln(l[i]:10:10);GotoXY(25,4+j); Writeln(d[i]:10:10); j:=j+1; end; j:=1; for i:=1 to 4 do begin

78 dt[i]:=cs[i]-d[i]-dd[i]; gm[i]:=ld[i]-l[i]; GotoXY(45,3+j);writeln(gm[i]:10:10);GotoXY(60,3+j);writeln(dt[i]:10: 10); j:=j+1; end; end. Tampilan Program:

79 LAMPIRAN II Grafik Biaya Pengolahan Limbah Gambar L.1. Grafik Biaya Tetap Pengolahan Limbah untuk UPL I Gambar L.2. Grafik Biaya Tahunan Pengolahan Limbah untuk UPL I

80 Gambar L.3. Grafik Biaya Tetap Pengolahan Limbah untuk UPL II Gambar L.4. Grafik Biaya Tahunan Pengolahan Limbah untuk UPL II

81 Gambar L.5. Grafik Biaya Tetap Pengolahan Limbah UPL Kolektif Gambar L.6. Grafik Biaya Tahunan Pengolahan Limbah UPL Kolektif

82 (Halaman ini sengaja dikosongkan)

LAMPIRAN III Model Matematis Model Matematis untuk bulan Februari 2005 Fungsi Goal Standar Kualitas DO 1. 0.0000013969*((X1012+X1014+X1017+X1022+X1024+X1027+ X1032+X1034+X1037)+0.05*(X1015+X1016+X1025+X1026+X1 035+X1036))+L<=2.8538; 2. 0.0000023975*((X1012+X1014+X1017+X1022+X1024+X1027+ X1032+X1034+X1037)+0.05*(X1015+X1016+X1025+X1026+X1 035+X1036))+0.0000010974*((X2042+X2044+X2047+X2052+X 2054+X2057+X2062+X2064+X2067+X2072+X2074+X2077+X2 082+X2084+X2087+X2092+X2094+X2097+X2102+X2104+X21 07+X2112+X2114+X2117+X2122+X2124+X2127+X2132+X213 4+X2137+X2142+X2144+X2147)+0.05*(X2045+X2046+X2055+ X2056+X2065+X2066+X2075+X2076+X2085+X2086+X2095+X 2096+X2105+X2106+X2115+X2116+X2125+X2126+X2135+X2 136+X2145+X2146))+L<=2.7925; 3. 0.0000009472*((X1012+X1014+X1017+X1022+X1024+X1027+ X1032+X1034+X1037)+0.05*(X1015+X1016+X1025+X1026+X1 035+X1036))+0.0000008163*((X2042+X2044+X2047+X2052+X 2054+X2057+X2062+X2064+X2067+X2072+X2074+X2077+X2 082+X2084+X2087+X2092+X2094+X2097+X2102+X2104+X21 07+X2112+X2114+X2117+X2122+X2124+X2127+X2132+X213 4+X2137+X2142+X2144+X2147)+0.05*(X2045+X2046+X2055+ X2056+X2065+X2066+X2075+X2076+X2085+X2086+X2095+X 2096+X2105+X2106+X2115+X2116+X2125+X2126+X2135+X2 136+X2145+X2146))+0.000000005*((X3152+X3154+X3157+X3 162+X3164+X3167+X3172+X3174+X3177+X3182+X3184+X31 87)+0.05*(X3155+X3156+X3165+X3166+X3175+X3176+X3185 +X3186))+L<=1.8522; 4. 0.0000207432*((X1012+X1014+X1017+X1022+X1024+X1027+ X1032+X1034+X1037)+0.05*(X1015+X1016+X1025+X1026+X1 035+X1036))+0.0000412979*((X2042+X2044+X2047+X2052+X 2054+X2057+X2062+X2064+X2067+X2072+X2074+X2077+X2 082+X2084+X2087+X2092+X2094+X2097+X2102+X2104+X21 07+X2112+X2114+X2117+X2122+X2124+X2127+X2132+X213 4+X2137+X2142+X2144+X2147)+0.05*(X2045+X2046+X2055+ X2056+X2065+X2066+X2075+X2076+X2085+X2086+X2095+X 2096+X2105+X2106+X2115+X2116+X2125+X2126+X2135+X2 83

84 136+X2145+X2146))+0.0000616712*((X3152+X3154+X3157+X 3162+X3164+X3167+X3172+X3174+X3177+X3182+X3184+X3 187)+0.05*(X3155+X3156+X3165+X3166+X3175+X3176+X318 5+X3186))+0.0000403657*((X4192+X4194+X4197+X4202+X42 04+X4207+X4212+X4214+X4217+X4222+X4224+X4227+X423 2+X4234+X4237)+0.05*(X4195+X4196+X4205+X4206+X4215+ X4216+X4225+X4226+X4235+X4236))+L<=2.6842; Fungsi Goal Standar Kualitas BOD 5. 0.0001200799*((X1012+X1014+X1017+X1022+X1024+X1027+ X1032+X1034+X1037)+0.05*(X1015+X1016+X1025+X1026+X1 035+X1036))+L<=0.33765; 6. 0.0001200256*((X1012+X1014+X1017+X1022+X1024+X1027+ X1032+X1034+X1037)+0.05*(X1015+X1016+X1025+X1026+X1 035+X1036))+0.0002851156*((X2042+X2044+X2047+X2052+X 2054+X2057+X2062+X2064+X2067+X2072+X2074+X2077+X2 082+X2084+X2087+X2092+X2094+X2097+X2102+X2104+X21 07+X2112+X2114+X2117+X2122+X2124+X2127+X2132+X213 4+X2137+X2142+X2144+X2147)+0.05*(X2045+X2046+X2055+ X2056+X2065+X2066+X2075+X2076+X2085+X2086+X2095+X 2096+X2105+X2106+X2115+X2116+X2125+X2126+X2135+X2 136+X2145+X2146))+L<=0.9271; 7. 0.0002673972*((X1012+X1014+X1017+X1022+X1024+X1027+ X1032+X1034+X1037)+0.05*(X1015+X1016+X1025+X1026+X1 035+X1036))+0.0002507798*((X2042+X2044+X2047+X2052+X 2054+X2057+X2062+X2064+X2067+X2072+X2074+X2077+X2 082+X2084+X2087+X2092+X2094+X2097+X2102+X2104+X21 07+X2112+X2114+X2117+X2122+X2124+X2127+X2132+X213 4+X2137+X2142+X2144+X2147)+0.05*(X2045+X2046+X2055+ X2056+X2065+X2066+X2075+X2076+X2085+X2086+X2095+X 2096+X2105+X2106+X2115+X2116+X2125+X2126+X2135+X2 136+X2145+X2146))+0.0001727372*((X3152+X3154+X3157+X 3162+X3164+X3167+X3172+X3174+X3177+X3182+X3184+X3 187)+0.05*(X3155+X3156+X3165+X3166+X3175+X3176+X318 5+X3186))+L<=1.57055; 8. 0.0001659966*((X1012+X1014+X1017+X1022+X1024+X1027+ X1032+X1034+X1037)+0.05*(X1015+X1016+X1025+X1026+X1 035+X1036))+0.0001595191*((X2042+X2044+X2047+X2052+X 2054+X2057+X2062+X2064+X2067+X2072+X2074+X2077+X2 082+X2084+X2087+X2092+X2094+X2097+X2102+X2104+X21

07+X2112+X2114+X2117+X2122+X2124+X2127+X2132+X213 4+X2137+X2142+X2144+X2147)+0.05*(X2045+X2046+X2055+ X2056+X2065+X2066+X2075+X2076+X2085+X2086+X2095+X 2096+X2105+X2106+X2115+X2116+X2125+X2126+X2135+X2 136+X2145+X2146))+0.0001532943*((X3152+X3154+X3157+X 3162+X3164+X3167+X3172+X3174+X3177+X3182+X3184+X3 187)+0.05*(X3155+X3156+X3165+X3166+X3175+X3176+X318 5+X3186))+0.0003362282*((X4192+X4194+X4197+X4202+X42 04+X4207+X4212+X4214+X4217+X4222+X4224+X4227+X423 2+X4234+X4237)+0.05*(X4195+X4196+X4205+X4206+X4215+ X4216+X4225+X4226+X4235+X4236))+L<=0.6863; Fungsi Goal Ambang Batas Beban Pencemar 9. 0.0021*(X1012+X1014+X1017)+L<=1.0714; 10. 0.0008*(X1022+X1024+X1027)+L<=1.0714; 11. 0.0135*(X1032+X1034+X1037)+L<=1.0714; 12. 0.0479*(X2042+X2044+X2047)+L<=1.0714; 13. 0.0002*(X2052+X2054+X2057)+L<=1.0714; 14. 0.0369*(X2062+X2064+X2067)+L<=1.0714; 15. 0.0002*(X2072+X2074+X2077)+L<=1.0714; 16. 0.0801*(X2082+X2084+X2087)+L<=1.0714; 17. 0.0002*(X2092+X2094+X2097)+L<=1.0714; 18. 0.0400*(X2102+X2104+X2107)+L<=1.0714; 19. 0.0086*(X2112+X2114+X2117)+L<=1.0714; 20. 0.0191*(X2122+X2124+X2127)+L<=1.0714; 21. 0.0743*(X2132+X2134+X2137)+L<=1.0714; 22. 0.0609*(X2142+X2144+X2147)+L<=1.0714; 23. 0.0009*(X3152+X3154+X3157)+L<=1.0714; 24. 0.0353*(X3162+X3164+X3167)+L<=1.0714; 25. 0.0633*(X3172+X3174+X3177)+L<=1.0714; 26. 0.0008*(X3182+X3184+X3187)+L<=1.0714; 27. 0.0328*(X4192+X4194+X4197)+L<=1.0714; 28. 0.3084*(X4202+X4204+X4207)+L<=1.0714; 29. 0.0103*(X4212+X4214+X4217)+L<=1.0714; 30. 0.0680*(X4222+X4224+X4227)+L<=1.0714; 31. 0.0768*(X4232+X4234+X4237)+L<=1.0714; Fungsi Goal Biaya Pengolahan Limbah 32. 0.00076*X1011+0.00346*X1013+0.00321*(X1015+X1016)+0.00 0121*X1021+0.000592*X1023+0.000839*(X1025+X1026)+0.000 649*X1031+0.00242*X1033+0.00201*(X1035+X1036)+0.000284 85

86 *X2041+0.000945*X2043+0.000867*(X2045+X2046)+0.000755* X2051+0.00365*X2053+0.00878*(X2055+X2056)+0.0317*X206 1+0.1077*X2063+0.0963*(X2065+X2066)+0.00013*X2071+0.00 065*X2073+0.00153*(X2075+X2076)+0.005*X2081+0.016*X20 83+0.0154*(X2085+X2086)+0.00009*X2091+0.00044*X2093+0. 001*(X2095+X2096)+0.0008*X2101+0.0034*X2103+0.0024*(X2 105+X2106)+0.0002*X2111+0.0008*X2113+0.0007*(X2115+X2 116)+0.00034*X2121+0.0012*X2123+0.001*(X2125+X2126)+0.0 0043*X2131+0.0014*X2133+0.0013*(X2135+X2136)+0.00025* X2141+0.0008*X2143+0.00075*(X2145+X2146)+0.00008*X315 1+0.0004*X3153+0.0005*(X3155+X3156)+0.00022*X3161+0.00 07*X3163+0.00066*(X3165+X3166)+0.0098*X3171+0.032*X31 73+0.03*(X3175+X3176)+0.0001*X3181+0.0006*X3183+0.0008 *(X3185+X3186)+0.00007*X4191+0.00025*X4193+0.00022*(X4 195+X4196)+0.0029*X4201+0.0089*X4203+0.0097*(X4205+X4 206)+0.001*X4211+0.004*X4213+0.0033*(X4215+X4216)+0.006 3*X4221+0.021*X4223+0.019*(X4225+X4226)+0.00006*X4231 +0.0002*X4233+0.0019*(X4235+X4236)+L<=5.5; Fungsi Kendala Unit Pengolahan Limbah 33. X1011+X1012=63.32; 34. X1021+X1022=565.37; 35. X1031+X1032=49.12; 36. X2041+X2042=95.66; 37. X2051+X2052=221.41; 38. X2061+X2062=0.88; 39. X2071+X2072=1039.86; 40. X2081+X2082=5.21; 41. X2091+X2092=1579.18; 42. X2101+X2102=34.70; 43. X2111+X2112=159.69; 44. X2121+X2122=90.05; 45. X2131+X2132=61.38; 46. X2141+X2142=108.18; 47. X3151+X3152=833.89; 48. X3161+X3162=128.78; 49. X3171+X3172=2.71; 50. X3181+X3182=572.89; 51. X4191+X4192=394.20; 52. X4201+X4202=8.02;

53. X4211+X4212=31.80; 54. X4221+X4222=4.17; 55. X4231+X4232=421.08; 56. 0.7*X1011-X1013-X1014-X1015=0; 57. 0.7*X1021-X1023-X1024-X1025=0; 58. 0.7*X1031-X1033-X1034-X1035=0; 59. 0.7*X2041-X2043-X2044-X2045=0; 60. 0.7*X2051-X2053-X2054-X2055=0; 61. 0.7*X2061-X2063-X2064-X2065=0; 62. 0.7*X2071-X2073-X2074-X2075=0; 63. 0.7*X2081-X2083-X2084-X2085=0; 64. 0.7*X2091-X2093-X2094-X2095=0; 65. 0.7*X2101-X2103-X2104-X2105=0; 66. 0.7*X2111-X2113-X2114-X2115=0; 67. 0.7*X2121-X2123-X2124-X2125=0; 68. 0.7*X2131-X2133-X2134-X2135=0; 69. 0.7*X2141-X2143-X2144-X2145=0; 70. 0.7*X3151-X3153-X3154-X3155=0; 71. 0.7*X3161-X3163-X3164-X3165=0; 72. 0.7*X3171-X3173-X3174-X3175=0; 73. 0.7*X3181-X3183-X3184-X3185=0; 74. 0.7*X4191-X4193-X4194-X4195=0; 75. 0.7*X4201-X4203-X4204-X4205=0; 76. 0.7*X4211-X4213-X4214-X4215=0; 77. 0.7*X4221-X4223-X4224-X4225=0; 78. 0.7*X4231-X4233-X4234-X4235=0; 79. 0.3*X1013-X1016-X1017=0; 80. 0.3*X1023-X1026-X1027=0; 81. 0.3*X1033-X1036-X1037=0; 82. 0.3*X2043-X2046-X2047=0; 83. 0.3*X2053-X2056-X2057=0; 84. 0.3*X2063-X2066-X2067=0; 85. 0.3*X2073-X2076-X2077=0; 86. 0.3*X2083-X2086-X2087=0; 87. 0.3*X2093-X2096-X2097=0; 88. 0.3*X2103-X2106-X2107=0; 89. 0.3*X2113-X2116-X2117=0; 90. 0.3*X2123-X2126-X2127=0; 91. 0.3*X2133-X2136-X2137=0; 87

88 92. 0.3*X2143-X2146-X2147=0; 93. 0.3*X3153-X3156-X3157=0; 94. 0.3*X3163-X3166-X3167=0; 95. 0.3*X3173-X3176-X3177=0; 96. 0.3*X3183-X3186-X3187=0; 97. 0.3*X4193-X4196-X4197=0; 98. 0.3*X4203-X4206-X4207=0; 99. 0.3*X4213-X4216-X4217=0; 100. 0.3*X4223-X4226-X4227=0; 101. 0.3*X4233-X4236-X4237=0; Model Matematis untuk bulan Agustus 2005 Fungsi Goal Standar Kualitas DO 1. 0.0000066655*((X1012+X1014+X1017+X1022+X1024+X1027+ X1032+X1034+X1037)+0.05*(X1015+X1016+X1025+X1026+X1 035+X1036))+L<=3.878; 2. 0.0000036964*((X1012+X1014+X1017+X1022+X1024+X1027+ X1032+X1034+X1037)+0.05*(X1015+X1016+X1025+X1026+X1 035+X1036))+0.0000024386*((X2042+X2044+X2047+X2052+X 2054+X2057+X2062+X2064+X2067+X2072+X2074+X2077+X2 082+X2084+X2087+X2092+X2094+X2097+X2102+X2104+X21 07+X2112+X2114+X2117+X2122+X2124+X2127+X2132+X213 4+X2137+X2142+X2144+X2147)+0.05*(X2045+X2046+X2055+ X2056+X2065+X2066+X2075+X2076+X2085+X2086+X2095+X 2096+X2105+X2106+X2115+X2116+X2125+X2126+X2135+X2 136+X2145+X2146))+L<=3.002; 3. 0.0000006400*((X1012+X1014+X1017+X1022+X1024+X1027+ X1032+X1034+X1037)+0.05*(X1015+X1016+X1025+X1026+X1 035+X1036))+0.0000007772*((X2042+X2044+X2047+X2052+X 2054+X2057+X2062+X2064+X2067+X2072+X2074+X2077+X2 082+X2084+X2087+X2092+X2094+X2097+X2102+X2104+X21 07+X2112+X2114+X2117+X2122+X2124+X2127+X2132+X213 4+X2137+X2142+X2144+X2147)+0.05*(X2045+X2046+X2055+ X2056+X2065+X2066+X2075+X2076+X2085+X2086+X2095+X 2096+X2105+X2106+X2115+X2116+X2125+X2126+X2135+X2 136+X2145+X2146))+0.0000007157*((X3152+X3154+X3157+X 3162+X3164+X3167+X3172+X3174+X3177+X3182+X3184+X3 187)+0.05*(X3155+X3156+X3165+X3166+X3175+X3176+X318 5+X3186))+L<=1.0483;

4. 0.0000022931*((X1012+X1014+X1017+X1022+X1024+X1027+ X1032+X1034+X1037)+0.05*(X1015+X1016+X1025+X1026+X1 035+X1036))+0.0000036461*((X2042+X2044+X2047+X2052+X 2054+X2057+X2062+X2064+X2067+X2072+X2074+X2077+X2 082+X2084+X2087+X2092+X2094+X2097+X2102+X2104+X21 07+X2112+X2114+X2117+X2122+X2124+X2127+X2132+X213 4+X2137+X2142+X2144+X2147)+0.05*(X2045+X2046+X2055+ X2056+X2065+X2066+X2075+X2076+X2085+X2086+X2095+X 2096+X2105+X2106+X2115+X2116+X2125+X2126+X2135+X2 136+X2145+X2146))+0.0000048067*((X3152+X3154+X3157+X 3162+X3164+X3167+X3172+X3174+X3177+X3182+X3184+X3 187)+0.05*(X3155+X3156+X3165+X3166+X3175+X3176+X318 5+X3186))+0.0000038822*((X4192+X4194+X4197+X4202+X42 04+X4207+X4212+X4214+X4217+X4222+X4224+X4227+X423 2+X4234+X4237)+0.05*(X4195+X4196+X4205+X4206+X4215+ X4216+X4225+X4226+X4235+X4236))+L<=0.6004; Fungsi Goal Standar Kualitas BOD 5. 0.00017866*((X1012+X1014+X1017+X1022+X1024+X1027+X1 032+X1034+X1037)+0.05*(X1015+X1016+X1025+X1026+X103 5+X1036))+L<=2.987; 6. 0.00017853*((X1012+X1014+X1017+X1022+X1024+X1027+X1 032+X1034+X1037)+0.05*(X1015+X1016+X1025+X1026+X103 5+X1036))+0.00040608*((X2042+X2044+X2047+X2052+X2054 +X2057+X2062+X2064+X2067+X2072+X2074+X2077+X2082+ X2084+X2087+X2092+X2094+X2097+X2102+X2104+X2107+X 2112+X2114+X2117+X2122+X2124+X2127+X2132+X2134+X2 137+X2142+X2144+X2147)+0.05*(X2045+X2046+X2055+X205 6+X2065+X2066+X2075+X2076+X2085+X2086+X2095+X2096 +X2105+X2106+X2115+X2116+X2125+X2126+X2135+X2136+ X2145+X2146))+L<=1.283; 7. 0.00036413*((X1012+X1014+X1017+X1022+X1024+X1027+X1 032+X1034+X1037)+0.05*(X1015+X1016+X1025+X1026+X103 5+X1036))+0.00032651*((X2042+X2044+X2047+X2052+X2054 +X2057+X2062+X2064+X2067+X2072+X2074+X2077+X2082+ X2084+X2087+X2092+X2094+X2097+X2102+X2104+X2107+X 2112+X2114+X2117+X2122+X2124+X2127+X2132+X2134+X2 137+X2142+X2144+X2147)+0.05*(X2045+X2046+X2055+X205 6+X2065+X2066+X2075+X2076+X2085+X2086+X2095+X2096 +X2105+X2106+X2115+X2116+X2125+X2126+X2135+X2136+ 89

90 X2145+X2146))+0.0002268*((X3152+X3154+X3157+X3162+X3 164+X3167+X3172+X3174+X3177+X3182+X3184+X3187)+0.05 *(X3155+X3156+X3165+X3166+X3175+X3176+X3185+X3186) )+L<=1.468; 8. 0.00021104*((X1012+X1014+X1017+X1022+X1024+X1027+X1 032+X1034+X1037)+0.05*(X1015+X1016+X1025+X1026+X103 5+X1036))+0.00019637*((X2042+X2044+X2047+X2052+X2054 +X2057+X2062+X2064+X2067+X2072+X2074+X2077+X2082+ X2084+X2087+X2092+X2094+X2097+X2102+X2104+X2107+X 2112+X2114+X2117+X2122+X2124+X2127+X2132+X2134+X2 137+X2142+X2144+X2147)+0.05*(X2045+X2046+X2055+X205 6+X2065+X2066+X2075+X2076+X2085+X2086+X2095+X2096 +X2105+X2106+X2115+X2116+X2125+X2126+X2135+X2136+ X2145+X2146))+0.00018272*((X3152+X3154+X3157+X3162+X 3164+X3167+X3172+X3174+X3177+X3182+X3184+X3187)+0.0 5*(X3155+X3156+X3165+X3166+X3175+X3176+X3185+X3186 ))+0.00052433*((X4192+X4194+X4197+X4202+X4204+X4207+ X4212+X4214+X4217+X4222+X4224+X4227+X4232+X4234+X 4237)+0.05*(X4195+X4196+X4205+X4206+X4215+X4216+X42 25+X4226+X4235+X4236))+L<=2.836; Fungsi Goal Ambang Batas Beban Pencemar 9. 0.0021*(X1012+X1014+X1017)+L<=1.0714; 10. 0.0008*(X1022+X1024+X1027)+L<=1.0714; 11. 0.0135*(X1032+X1034+X1037)+L<=1.0714; 12. 0.0479*(X2042+X2044+X2047)+L<=1.0714; 13. 0.0002*(X2052+X2054+X2057)+L<=1.0714; 14. 0.0369*(X2062+X2064+X2067)+L<=1.0714; 15. 0.0002*(X2072+X2074+X2077)+L<=1.0714; 16. 0.0801*(X2082+X2084+X2087)+L<=1.0714; 17. 0.0002*(X2092+X2094+X2097)+L<=1.0714; 18. 0.0400*(X2102+X2104+X2107)+L<=1.0714; 19. 0.0086*(X2112+X2114+X2117)+L<=1.0714; 20. 0.0191*(X2122+X2124+X2127)+L<=1.0714; 21. 0.0743*(X2132+X2134+X2137)+L<=1.0714; 22. 0.0609*(X2142+X2144+X2147)+L<=1.0714; 23. 0.0009*(X3152+X3154+X3157)+L<=1.0714; 24. 0.0353*(X3162+X3164+X3167)+L<=1.0714; 25. 0.0633*(X3172+X3174+X3177)+L<=1.0714; 26. 0.0008*(X3182+X3184+X3187)+L<=1.0714;

27. 0.0328*(X4192+X4194+X4197)+L<=1.0714; 28. 0.3084*(X4202+X4204+X4207)+L<=1.0714; 29. 0.0103*(X4212+X4214+X4217)+L<=1.0714; 30. 0.0680*(X4222+X4224+X4227)+L<=1.0714; 31. 0.0768*(X4232+X4234+X4237)+L<=1.0714; Fungsi Goal Biaya Pengolahan Limbah 32. 0.00076*X1011+0.00346*X1013+0.00321*(X1015+X1016)+0.00 0121*X1021+0.000592*X1023+0.000839*(X1025+X1026)+0.000 649*X1031+0.00242*X1033+0.00201*(X1035+X1036)+0.000284 *X2041+0.000945*X2043+0.000867*(X2045+X2046)+0.000755* X2051+0.00365*X2053+0.00878*(X2055+X2056)+0.0317*X206 1+0.1077*X2063+0.0963*(X2065+X2066)+0.00013*X2071+0.00 065*X2073+0.00153*(X2075+X2076)+0.005*X2081+0.016*X20 83+0.0154*(X2085+X2086)+0.00009*X2091+0.00044*X2093+0. 001*(X2095+X2096)+0.0008*X2101+0.0034*X2103+0.0024*(X2 105+X2106)+0.0002*X2111+0.0008*X2113+0.0007*(X2115+X2 116)+0.00034*X2121+0.0012*X2123+0.001*(X2125+X2126)+0.0 0043*X2131+0.0014*X2133+0.0013*(X2135+X2136)+0.00025* X2141+0.0008*X2143+0.00075*(X2145+X2146)+0.00008*X315 1+0.0004*X3153+0.0005*(X3155+X3156)+0.00022*X3161+0.00 07*X3163+0.00066*(X3165+X3166)+0.0098*X3171+0.032*X31 73+0.03*(X3175+X3176)+0.0001*X3181+0.0006*X3183+0.0008 *(X3185+X3186)+0.00007*X4191+0.00025*X4193+0.00022*(X4 195+X4196)+0.0029*X4201+0.0089*X4203+0.0097*(X4205+X4 206)+0.001*X4211+0.004*X4213+0.0033*(X4215+X4216)+0.006 3*X4221+0.021*X4223+0.019*(X4225+X4226)+0.00006*X4231 +0.0002*X4233+0.0019*(X4235+X4236)+L<=5.5; Fungsi Kendala Unit Pengolahan Limbah 33. X1011+X1012=63.32; 34. X1021+X1022=565.37; 35. X1031+X1032=49.12; 36. X2041+X2042=95.66; 37. X2051+X2052=221.41; 38. X2061+X2062=0.88; 39. X2071+X2072=1039.86; 40. X2081+X2082=5.21; 41. X2091+X2092=1579.18; 42. X2101+X2102=34.70; 43. X2111+X2112=159.69; 91

92 44. X2121+X2122=90.05; 45. X2131+X2132=61.38; 46. X2141+X2142=108.18; 47. X3151+X3152=833.89; 48. X3161+X3162=128.78; 49. X3171+X3172=2.71; 50. X3181+X3182=572.89; 51. X4191+X4192=394.20; 52. X4201+X4202=8.02; 53. X4211+X4212=31.80; 54. X4221+X4222=4.17; 55. X4231+X4232=421.08; 56. 0.7*X1011-X1013-X1014-X1015=0; 57. 0.7*X1021-X1023-X1024-X1025=0; 58. 0.7*X1031-X1033-X1034-X1035=0; 59. 0.7*X2041-X2043-X2044-X2045=0; 60. 0.7*X2051-X2053-X2054-X2055=0; 61. 0.7*X2061-X2063-X2064-X2065=0; 62. 0.7*X2071-X2073-X2074-X2075=0; 63. 0.7*X2081-X2083-X2084-X2085=0; 64. 0.7*X2091-X2093-X2094-X2095=0; 65. 0.7*X2101-X2103-X2104-X2105=0; 66. 0.7*X2111-X2113-X2114-X2115=0; 67. 0.7*X2121-X2123-X2124-X2125=0; 68. 0.7*X2131-X2133-X2134-X2135=0; 69. 0.7*X2141-X2143-X2144-X2145=0; 70. 0.7*X3151-X3153-X3154-X3155=0; 71. 0.7*X3161-X3163-X3164-X3165=0; 72. 0.7*X3171-X3173-X3174-X3175=0; 73. 0.7*X3181-X3183-X3184-X3185=0; 74. 0.7*X4191-X4193-X4194-X4195=0; 75. 0.7*X4201-X4203-X4204-X4205=0; 76. 0.7*X4211-X4213-X4214-X4215=0; 77. 0.7*X4221-X4223-X4224-X4225=0; 78. 0.7*X4231-X4233-X4234-X4235=0; 79. 0.3*X1013-X1016-X1017=0; 80. 0.3*X1023-X1026-X1027=0; 81. 0.3*X1033-X1036-X1037=0; 82. 0.3*X2043-X2046-X2047=0;

83. 0.3*X2053-X2056-X2057=0; 84. 0.3*X2063-X2066-X2067=0; 85. 0.3*X2073-X2076-X2077=0; 86. 0.3*X2083-X2086-X2087=0; 87. 0.3*X2093-X2096-X2097=0; 88. 0.3*X2103-X2106-X2107=0; 89. 0.3*X2113-X2116-X2117=0; 90. 0.3*X2123-X2126-X2127=0; 91. 0.3*X2133-X2136-X2137=0; 92. 0.3*X2143-X2146-X2147=0; 93. 0.3*X3153-X3156-X3157=0; 94. 0.3*X3163-X3166-X3167=0; 95. 0.3*X3173-X3176-X3177=0; 96. 0.3*X3183-X3186-X3187=0; 97. 0.3*X4193-X4196-X4197=0; 98. 0.3*X4203-X4206-X4207=0; 99. 0.3*X4213-X4216-X4217=0; 100. 0.3*X4223-X4226-X4227=0; 101. 0.3*X4233-X4236-X4237=0; 93

94 (Halaman ini sengaja dikosongkan)

95 LAMPIRAN IV Hasil Pengolahan LINGO Perhitungan Biaya model: min= 2868.63*x1011+13077.83*x1013+12162.63*(x1015+x1016)+455.63*x 1021+2240.62*x1023+3175.49*(x1025+x1026)+2453.41*x1031+9139. 74*x1033+7587.88*(x1035+x1036)+1074.67*x2041+3574.32*x2043+ 3277.18*(x2045+x2046)+2857.58*x2051+13808.33*x2053+33217.51* (x2055+x2056)+119909.05*x2061+407459.57*x2063+364366.63*(x20 65+x2066)+493.01*x2071+2442.39*x2073+5803.10*(x2075+x2076)+1 8817.95*x2081+60639.88*x2083+58430.94*(x2085+x2086)+335.89*x 2091+1659.03*x2093+3975.84*(x2095+x2096)+3020.74*x2101+8408 3.18*x2103+9170.44*(x2105+x2106)+815.03*x2111+3193.58*x2113+ 2634.08*(x2115+x2116)+1271.59*x2121+4574.52*x2123+3871.77*(x 2125+x2126)+1609.79*x2131+5202.64*x2133+4976.65*(x2135+x213 6)+928.95*x2141+3041.13*x2143+2852.46*(x2145+x2146)+293.29*x 3151+1432.05*x3153+1924.88*(x3155+x3156)+823.72*x3161+2806.3 3*x3163+2498.50*(x3165+x3166)+37017.21*x3171+120755.61*x3173 +113711.51*(x3175+x3176)+450.33*x3181+2214.38*x3183+3142.93* (x3185+x3186)+271.34*x4191+929.98*x4193+822.72*(x4195+x4196) +11106.64*x4201+33845.20*x4203+36653.91*(x4205+x4206)+3957.5 6*x4211+15190.15*x4213+12524.15*(x4215+x4216)+23845.91*x4221 +77592.76*x4223+73571.60*(x4225+x4226)+233.43*x4231+754.50*x 4233+723.90*(x4235+x4236);!S.T.; x1011+x1012=63.32; x1021+x1022=565.37; x1031+x1032=49.12; x2041+x2042=95.66; x2051+x2052=221.41; x2061+x2062=0.88; x2071+x2072=1039.86; x2081+x2082=5.21; x2091+x2092=1579.18; x2101+x2102=34.70; x2111+x2112=159.69; x2121+x2122=90.05;

96 x2131+x2132=61.38; x2141+x2142=108.18; x3151+x3152=833.89; x3161+x3162=128.78; x3171+x3172=2.71; x3181+x3182=572.89; x4191+x4192=394.20; x4201+x4202=8.02; x4211+x4212=31.80; x4221+x4222=4.17; x4231+x4232=421.08; x1012+x1014+x1017<=336.17; x1022+x1024+x1027<=906.40; x1032+x1034+x1037<=52.82; x2042+x2044+x2047<=14.90; x2052+x2054+x2057<=4518.54; x2062+x2064+x2067<=19.33; x2072+x2074+x2077<=3409.37; x2082+x2084+x2087<=8.92; x2092+x2094+x2097<=3583.33; x2102+x2104+x2107<=17.87; x2112+x2114+x2117<=83.37; x2122+x2124+x2127<=37.37; x2132+x2134+x2137<=9.62; x2142+x2144+x2147<=11.72; x3152+x3154+x3157<=796.83; x3162+x3164+x3167<=20.22; x3172+x3174+x3177<=11.28; x3182+x3184+x3187<=909.35; x4192+x4194+x4197<=21.80; x4202+x4204+x4207<=2.32; x4212+x4214+x4217<=69.12; x4222+x4224+x4227<=10.50; x4232+x4234+x4237<=9.30; 0.7 * x1011-x1013-x1014-x1015=0; 0.7 * x1021-x1023-x1024-x1025=0; 0.7 * x1031-x1033-x1034-x1035=0; 0.7 * x2041-x2043-x2044-x2045=0; 0.7 * x2051-x2053-x2054-x2055=0;

0.7 * x2061-x2063-x2064-x2065=0; 0.7 * x2071-x2073-x2074-x2075=0; 0.7 * x2081-x2083-x2084-x2085=0; 0.7 * x2091-x2093-x2094-x2095=0; 0.7 * x2101-x2103-x2104-x2105=0; 0.7 * x2111-x2113-x2114-x2115=0; 0.7 * x2121-x2123-x2124-x2125=0; 0.7 * x2131-x2133-x2134-x2135=0; 0.7 * x2141-x2143-x2144-x2145=0; 0.7 * x3151-x3153-x3154-x3155=0; 0.7 * x3161-x3163-x3164-x3165=0; 0.7 * x3171-x3173-x3174-x3175=0; 0.7 * x3181-x3183-x3184-x3185=0; 0.7 * x4191-x4193-x4194-x4195=0; 0.7 * x4201-x4203-x4204-x4205=0; 0.7 * x4211-x4213-x4214-x4215=0; 0.7 * x4221-x4223-x4224-x4225=0; 0.7 * x4231-x4233-x4234-x4235=0; 0.3 * x1013-x1016-x1017=0; 0.3 * x1023-x1026-x1027=0; 0.3 * x1033-x1036-x1037=0; 0.3 * x2043-x2046-x2047=0; 0.3 * x2053-x2056-x2057=0; 0.3 * x2063-x2066-x2067=0; 0.3 * x2073-x2076-x2077=0; 0.3 * x2083-x2086-x2087=0; 0.3 * x2093-x2096-x2097=0; 0.3 * x2103-x2106-x2107=0; 0.3 * x2113-x2116-x2117=0; 0.3 * x2123-x2126-x2127=0; 0.3 * x2133-x2136-x2137=0; 0.3 * x2143-x2146-x2147=0; 0.3 * x3153-x3156-x3157=0; 0.3 * x3163-x3166-x3167=0; 0.3 * x3173-x3176-x3177=0; 0.3 * x3183-x3186-x3187=0; 0.3 * x4193-x4196-x4197=0; 0.3 * x4203-x4206-x4207=0; 0.3 * x4213-x4216-x4217=0; 97

98 0.3 * x4223-x4226-x4227=0; 0.3 * x4233-x4236-x4237=0; X1012=0.000000; X1022=0.000000; X1032=0.000000; X2042=0.000000; X2052=0.000000; X2062=0.000000; X2072=0.000000; X2082=0.000000; X2092=0.000000; X2102=0.000000; X2112=0.000000; X2122=0.000000; X2132=0.000000; X2142=0.000000; X3152=0.000000; X3162=0.000000; X3172=0.000000; X3182=0.000000; X4192=0.000000; X4202=0.000000; X4212=0.000000; X4222=0.000000; X4232=0.000000; X1014=0.000000; X1017=0.000000; X1024=0.000000; X1027=0.000000; X1034=0.000000; X1037=0.000000; X2044=0.000000; X2047=0.000000; X2054=0.000000; X2057=0.000000; X2064=0.000000; X2067=0.000000; X2074=0.000000;

99 end X2077=0.000000; X2084=0.000000; X2087=0.000000; X2094=0.000000; X2097=0.000000; X2104=0.000000; X2107=0.000000; X2114=0.000000; X2117=0.000000; X2124=0.000000; X2127=0.000000; X2134=0.000000; X2137=0.000000; X2144=0.000000; X2147=0.000000; X3154=0.000000; X3157=0.000000; X3164=0.000000; X3167=0.000000; X3174=0.000000; X3177=0.000000; X3184=0.000000; X3187=0.000000; X4194=0.000000; X4197=0.000000; X4204=0.000000; X4207=0.000000; X4214=0.000000; X4217=0.000000; X4224=0.000000; X4227=0.000000; X4234=0.000000; X4237=0.000000; Hasil Pengolahan: Global optimal solution found at iteration: 0 Objective value: 0.2207078E+08

100 Variable Value Reduced Cost X1011 63.32000 0.000000 X1013 0.000000 4563.989 X1015 44.32400 0.000000 X1016 0.000000 0.000000 X1021 565.3700 0.000000 X1023 0.000000 17.77700 X1025 395.7590 0.000000 X1026 0.000000 0.000000 X1031 49.12000 0.000000 X1033 0.000000 3828.224 X1035 34.38400 0.000000 X1036 0.000000 0.000000 X2041 95.66000 0.000000 X2043 0.000000 1280.294 X2045 66.96200 0.000000 X2046 0.000000 0.000000 X2051 221.4100 0.000000 X2053 154.9870 0.000000 X2055 0.000000 9443.927 X2056 46.49610 0.000000 X2061 0.8800000 0.000000 X2063 0.000000 152402.9 X2065 0.6160000 0.000000 X2066 0.000000 0.000000 X2071 1039.860 0.000000 X2073 727.9020 0.000000 X2075 0.000000 1619.780 X2076 218.3706 0.000000 X2081 5.210000 0.000000 X2083 0.000000 19738.22 X2085 3.647000 0.000000 X2086 0.000000 0.000000 X2091 1579.180 0.000000 X2093 1105.426 0.000000 X2095 0.000000 1124.058 X2096 331.6278 0.000000 X2101 34.70000 0.000000 X2103 0.000000 77663.87

X2105 24.29000 0.000000 X2106 0.000000 0.000000 X2111 159.6900 0.000000 X2113 0.000000 1349.724 X2115 111.7830 0.000000 X2116 0.000000 0.000000 X2121 90.05000 0.000000 X2123 0.000000 1864.281 X2125 63.03500 0.000000 X2126 0.000000 0.000000 X2131 61.38000 0.000000 X2133 0.000000 1718.985 X2135 42.96600 0.000000 X2136 0.000000 0.000000 X2141 108.1800 0.000000 X2143 0.000000 1044.408 X2145 75.72600 0.000000 X2146 0.000000 0.000000 X3151 833.8900 0.000000 X3153 0.000000 84.63400 X3155 583.7230 0.000000 X3156 0.000000 0.000000 X3161 128.7800 0.000000 X3163 0.000000 1057.380 X3165 90.14600 0.000000 X3166 0.000000 0.000000 X3171 2.710000 0.000000 X3173 0.000000 41157.55 X3175 1.897000 0.000000 X3176 0.000000 0.000000 X3181 572.8900 0.000000 X3183 0.000000 14.32900 X3185 401.0230 0.000000 X3186 0.000000 0.000000 X4191 394.2000 0.000000 X4193 0.000000 354.0760 X4195 275.9400 0.000000 X4196 0.000000 0.000000 X4201 8.020000 0.000000 101

102 X4203 0.000000 8187.463 X4205 5.614000 0.000000 X4206 0.000000 0.000000 X4211 31.80000 0.000000 X4213 0.000000 6423.245 X4215 22.26000 0.000000 X4216 0.000000 0.000000 X4221 4.170000 0.000000 X4223 0.000000 26092.64 X4225 2.919000 0.000000 X4226 0.000000 0.000000 X4231 421.0800 0.000000 X4233 0.000000 247.7700 X4235 294.7560 0.000000 X4236 0.000000 0.000000 X1012 0.000000 0.000000 X1022 0.000000 0.000000 X1032 0.000000 0.000000 X2042 0.000000 0.000000 X2052 0.000000 0.000000 X2062 0.000000 0.000000 X2072 0.000000 0.000000 X2082 0.000000 0.000000 X2092 0.000000 0.000000 X2102 0.000000 0.000000 X2112 0.000000 0.000000 X2122 0.000000 0.000000 X2132 0.000000 0.000000 X2142 0.000000 0.000000 X3152 0.000000 0.000000 X3162 0.000000 0.000000 X3172 0.000000 0.000000 X3182 0.000000 0.000000 X4192 0.000000 0.000000 X4202 0.000000 0.000000 X4212 0.000000 0.000000 X4222 0.000000 0.000000 X4232 0.000000 0.000000 X1014 0.000000 0.000000

X1017 0.000000 0.000000 X1024 0.000000 0.000000 X1027 0.000000 0.000000 X1034 0.000000 0.000000 X1037 0.000000 0.000000 X2044 0.000000 0.000000 X2047 0.000000 0.000000 X2054 0.000000 0.000000 X2057 0.000000 0.000000 X2064 0.000000 0.000000 X2067 0.000000 0.000000 X2074 0.000000 0.000000 X2077 0.000000 0.000000 X2084 0.000000 0.000000 X2087 0.000000 0.000000 X2094 0.000000 0.000000 X2097 0.000000 0.000000 X2104 0.000000 0.000000 X2107 0.000000 0.000000 X2114 0.000000 0.000000 X2117 0.000000 0.000000 X2124 0.000000 0.000000 X2127 0.000000 0.000000 X2134 0.000000 0.000000 X2137 0.000000 0.000000 X2144 0.000000 0.000000 X2147 0.000000 0.000000 X3154 0.000000 0.000000 X3157 0.000000 0.000000 X3164 0.000000 0.000000 X3167 0.000000 0.000000 X3174 0.000000 0.000000 X3177 0.000000 0.000000 X3184 0.000000 0.000000 X3187 0.000000 0.000000 X4194 0.000000 0.000000 X4197 0.000000 0.000000 X4204 0.000000 0.000000 X4207 0.000000 0.000000 103

104 X4214 0.000000 0.000000 X4217 0.000000 0.000000 X4224 0.000000 0.000000 X4227 0.000000 0.000000 X4234 0.000000 0.000000 X4237 0.000000 0.000000 Row Slack or Surplus Dual Price 1 0.2207078E+08-1.000000 2 0.000000-11382.47 3 0.000000-2678.473 4 0.000000-7764.926 5 0.000000-3368.696 6 0.000000-19499.09 7 0.000000-374965.7 8 0.000000-3421.334 9 0.000000-59719.61 10 0.000000-2332.137 11 0.000000-9440.048 12 0.000000-2658.886 13 0.000000-3981.829 14 0.000000-5093.445 15 0.000000-2925.672 16 0.000000-1640.706 17 0.000000-2572.670 18 0.000000-116615.3 19 0.000000-2650.381 20 0.000000-847.2440 21 0.000000-36764.38 22 0.000000-12724.46 23 0.000000-75346.03 24 0.000000-740.1600 25 336.1700 0.000000 26 906.4000 0.000000 27 52.82000 0.000000 28 14.90000 0.000000 29 4518.540 0.000000 30 19.33000 0.000000 31 3409.370 0.000000

32 8.920000 0.000000 33 3583.330 0.000000 34 17.87000 0.000000 35 83.37000 0.000000 36 37.37000 0.000000 37 9.620000 0.000000 38 11.72000 0.000000 39 796.8300 0.000000 40 20.22000 0.000000 41 11.28000 0.000000 42 909.3500 0.000000 43 21.80000 0.000000 44 2.320000 0.000000 45 69.12000 0.000000 46 10.50000 0.000000 47 9.300000 0.000000 48 0.000000 12162.63 49 0.000000 3175.490 50 0.000000 7587.880 51 0.000000 3277.180 52 0.000000 23773.58 53 0.000000 364366.6 54 0.000000 4183.320 55 0.000000 58430.94 56 0.000000 2851.782 57 0.000000 9170.440 58 0.000000 2634.080 59 0.000000 3871.770 60 0.000000 4976.650 61 0.000000 2852.460 62 0.000000 1924.880 63 0.000000 2498.500 64 0.000000 113711.5 65 0.000000 3142.930 66 0.000000 822.7200 67 0.000000 36653.91 68 0.000000 12524.15 69 0.000000 73571.60 70 0.000000 723.9000 105

106 71 0.000000 12162.63 72 0.000000 3175.490 73 0.000000 7587.880 74 0.000000 3277.180 75 0.000000 33217.51 76 0.000000 364366.6 77 0.000000 5803.100 78 0.000000 58430.94 79 0.000000 3975.840 80 0.000000 9170.440 81 0.000000 2634.080 82 0.000000 3871.770 83 0.000000 4976.650 84 0.000000 2852.460 85 0.000000 1924.880 86 0.000000 2498.500 87 0.000000 113711.5 88 0.000000 3142.930 89 0.000000 822.7200 90 0.000000 36653.91 91 0.000000 12524.15 92 0.000000 73571.60 93 0.000000 723.9000 94 0.000000 11382.47 95 0.000000 2678.473 96 0.000000 7764.926 97 0.000000 3368.696 98 0.000000 19499.09 99 0.000000 374965.7 100 0.000000 3421.334 101 0.000000 59719.61 102 0.000000 2332.137 103 0.000000 9440.048 104 0.000000 2658.886 105 0.000000 3981.829 106 0.000000 5093.445 107 0.000000 2925.672 108 0.000000 1640.706 109 0.000000 2572.670

110 0.000000 116615.3 111 0.000000 2650.381 112 0.000000 847.2440 113 0.000000 36764.38 114 0.000000 12724.46 115 0.000000 75346.03 116 0.000000 740.1600 117 0.000000 12162.63 118 0.000000 12162.63 119 0.000000 3175.490 120 0.000000 3175.490 121 0.000000 7587.880 122 0.000000 7587.880 123 0.000000 3277.180 124 0.000000 3277.180 125 0.000000 23773.58 126 0.000000 33217.51 127 0.000000 364366.6 128 0.000000 364366.6 129 0.000000 4183.320 130 0.000000 5803.100 131 0.000000 58430.94 132 0.000000 58430.94 133 0.000000 2851.782 134 0.000000 3975.840 135 0.000000 9170.440 136 0.000000 9170.440 137 0.000000 2634.080 138 0.000000 2634.080 139 0.000000 3871.770 140 0.000000 3871.770 141 0.000000 4976.650 142 0.000000 4976.650 143 0.000000 2852.460 144 0.000000 2852.460 145 0.000000 1924.880 146 0.000000 1924.880 147 0.000000 2498.500 148 0.000000 2498.500 107

108 149 0.000000 113711.5 150 0.000000 113711.5 151 0.000000 3142.930 152 0.000000 3142.930 153 0.000000 822.7200 154 0.000000 822.7200 155 0.000000 36653.91 156 0.000000 36653.91 157 0.000000 12524.15 158 0.000000 12524.15 159 0.000000 73571.60 160 0.000000 73571.60 161 0.000000 723.9000 162 0.000000 723.9000 Bulan Februari model: max = L; 0.0000013969*((A012+A014+A017+A022+A024+A027+A032+A034 +A037)+0.05*(A015+A016+A025+A026+A035+A036))+L<=2.8538; 0.0000023975*((A012+A014+A017+A022+A024+A027+A032+A034 +A037)+0.05*(A015+A016+A025+A026+A035+A036))+0.000001097 4*((B042+B044+B047+B052+B054+B057+B062+B064+B067+B072+ B074+B077+B082+B084+B087+B092+B094+B097+B102+B104+B10 7+B112+B114+B117+B122+B124+B127+B132+B134+B137+B142+B 144+B147)+0.05*(B045+B046+B055+B056+B065+B066+B075+B076 +B085+B086+B095+B096+B105+B106+B115+B116+B125+B126+B1 35+B136+B145+B146))+L<=2.7925; 0.0000009472*((A012+A014+A017+A022+A024+A027+A032+A034 +A037)+0.05*(A015+A016+A025+A026+A035+A036))+0.000000816 3*((B042+B044+B047+B052+B054+B057+B062+B064+B067+B072+ B074+B077+B082+B084+B087+B092+B094+B097+B102+B104+B10 7+B112+B114+B117+B122+B124+B127+B132+B134+B137+B142+B 144+B147)+0.05*(B045+B046+B055+B056+B065+B066+B075+B076 +B085+B086+B095+B096+B105+B106+B115+B116+B125+B126+B1 35+B136+B145+B146))+0.000000005*((C152+C154+C157+C162+C1 64+C167+C172+C174+C177+C182+C184+C187)+0.05*(C155+C156+ C165+C166+C175+C176+C185+C186))+L<=1.8522;

109 0.0000207432*((A012+A014+A017+A022+A024+A027+A032+A034 +A037)+0.05*(A015+A016+A025+A026+A035+A036))+0.000041297 9*((B042+B044+B047+B052+B054+B057+B062+B064+B067+B072+ B074+B077+B082+B084+B087+B092+B094+B097+B102+B104+B10 7+B112+B114+B117+B122+B124+B127+B132+B134+B137+B142+B 144+B147)+0.05*(B045+B046+B055+B056+B065+B066+B075+B076 +B085+B086+B095+B096+B105+B106+B115+B116+B125+B126+B1 35+B136+B145+B146))+0.0000616712*((C152+C154+C157+C162+C 164+C167+C172+C174+C177+C182+C184+C187)+0.05*(C155+C156 +C165+C166+C175+C176+C185+C186))+0.0000403657*((D192+D19 4+D197+D202+D204+D207+D212+D214+D217+D222+D224+D227+ D232+D234+D237)+0.05*(D195+D196+D205+D206+D215+D216+D 225+D226+D235+D236))+L<=2.6842; 0.0001200799*((A012+A014+A017+A022+A024+A027+A032+A034 +A037)+0.05*(A015+A016+A025+A026+A035+A036))+L<=0.83765; 0.0001200256*((A012+A014+A017+A022+A024+A027+A032+A034 +A037)+0.05*(A015+A016+A025+A026+A035+A036))+0.000285115 6*((B042+B044+B047+B052+B054+B057+B062+B064+B067+B072+ B074+B077+B082+B084+B087+B092+B094+B097+B102+B104+B10 7+B112+B114+B117+B122+B124+B127+B132+B134+B137+B142+B 144+B147)+0.05*(B045+B046+B055+B056+B065+B066+B075+B076 +B085+B086+B095+B096+B105+B106+B115+B116+B125+B126+B1 35+B136+B145+B146))+L<=1.4271; 0.0002673972*((A012+A014+A017+A022+A024+A027+A032+A034 +A037)+0.05*(A015+A016+A025+A026+A035+A036))+0.000250779 8*((B042+B044+B047+B052+B054+B057+B062+B064+B067+B072+ B074+B077+B082+B084+B087+B092+B094+B097+B102+B104+B10 7+B112+B114+B117+B122+B124+B127+B132+B134+B137+B142+B 144+B147)+0.05*(B045+B046+B055+B056+B065+B066+B075+B076 +B085+B086+B095+B096+B105+B106+B115+B116+B125+B126+B1 35+B136+B145+B146))+0.0001727372*((C152+C154+C157+C162+C 164+C167+C172+C174+C177+C182+C184+C187)+0.05*(C155+C156 +C165+C166+C175+C176+C185+C186))+L<=2.07055; 0.0001659966*((A012+A014+A017+A022+A024+A027+A032+A034 +A037)+0.05*(A015+A016+A025+A026+A035+A036))+0.000159519 1*((B042+B044+B047+B052+B054+B057+B062+B064+B067+B072+ B074+B077+B082+B084+B087+B092+B094+B097+B102+B104+B10 7+B112+B114+B117+B122+B124+B127+B132+B134+B137+B142+B 144+B147)+0.05*(B045+B046+B055+B056+B065+B066+B075+B076

110 +B085+B086+B095+B096+B105+B106+B115+B116+B125+B126+B1 35+B136+B145+B146))+0.0001532943*((C152+C154+C157+C162+C 164+C167+C172+C174+C177+C182+C184+C187)+0.05*(C155+C156 +C165+C166+C175+C176+C185+C186))+0.0003362282*((D192+D19 4+D197+D202+D204+D207+D212+D214+D217+D222+D224+D227+ D232+D234+D237)+0.05*(D195+D196+D205+D206+D215+D216+D 225+D226+D235+D236))+L<=1.1863; 0.0021*(A012+A014+A017)+L<=1.0714; 0.0008*(A022+A024+A027)+L<=1.0714; 0.0135*(A032+A034+A037)+L<=1.0714; 0.0479*(B042+B044+B047)+L<=1.0714; 0.0002*(B052+B054+B057)+L<=1.0714; 0.0369*(B062+B064+B067)+L<=1.0714; 0.0002*(B072+B074+B077)+L<=1.0714; 0.0801*(B082+B084+B087)+L<=1.0714; 0.0002*(B092+B094+B097)+L<=1.0714; 0.0400*(B102+B104+B107)+L<=1.0714; 0.0086*(B112+B114+B117)+L<=1.0714; 0.0191*(B122+B124+B127)+L<=1.0714; 0.0743*(B132+B134+B137)+L<=1.0714; 0.0609*(B142+B144+B147)+L<=1.0714; 0.0009*(C152+C154+C157)+L<=1.0714; 0.0353*(C162+C164+C167)+L<=1.0714; 0.0633*(C172+C174+C177)+L<=1.0714; 0.0008*(C182+C184+C187)+L<=1.0714; 0.0328*(D192+D194+D197)+L<=1.0714; 0.3084*(D202+D204+D207)+L<=1.0714; 0.0103*(D212+D214+D217)+L<=1.0714; 0.0680*(D222+D224+D227)+L<=1.0714; 0.0768*(D232+D234+D237)+L<=1.0714; [Biaya]0.00076*A011+0.00346*A013+0.00321*(A015+A016)+0.0001 21*A021+0.000592*A023+0.000839*(A025+A026)+0.000649*A031+ 0.00242*A033+0.00201*(A035+A036)+0.000284*B041+0.000945*B0 43+0.000867*(B045+B046)+0.000755*B051+0.00365*B053+0.00878* (B055+B056)+0.0317*B061+0.1077*B063+0.0963*(B065+B066)+0.0 0013*B071+0.00065*B073+0.00153*(B075+B076)+0.005*B081+0.01 6*B083+0.0154*(B085+B086)+0.00009*B091+0.00044*B093+0.001*(

111 B095+B096)+0.0008*B101+0.0034*B103+0.0024*(B105+B106)+0.00 02*B111+0.0008*B113+0.0007*(B115+B116)+0.00034*B121+0.0012 *B123+0.001*(B125+B126)+0.00043*B131+0.0014*B133+0.0013*(B 135+B136)+0.00025*B141+0.0008*B143+0.00075*(B145+B146)+0.0 0008*C151+0.0004*C153+0.0005*(C155+C156)+0.00022*C161+0.00 07*C163+0.00066*(C165+C166)+0.0098*C171+0.032*C173+0.03*(C 175+C176)+0.0001*C181+0.0006*C183+0.0008*(C185+C186)+0.000 07*D191+0.00025*D193+0.00022*(D195+D196)+0.0029*D201+0.008 9*D203+0.0097*(D205+D206)+0.001*D211+0.004*D213+0.0033*(D2 15+D216)+0.0063*D221+0.021*D223+0.019*(D225+D226)+0.00006* D231+0.0002*D233+0.0019*(D235+D236)+L<=5.5; A011+A012=63.32; A021+A022=565.37; A031+A032=49.12; B041+B042=95.66; B051+B052=221.41; B061+B062=0.88; B071+B072=1039.86; B081+B082=5.21; B091+B092=1579.18; B101+B102=34.70; B111+B112=159.69; B121+B122=90.05; B131+B132=61.38; B141+B142=108.18; C151+C152=833.89; C161+C162=128.78; C171+C172=2.71; C181+C182=572.89; D191+D192=394.20; D201+D202=8.02; D211+D212=31.80; D221+D222=4.17; D231+D232=421.08; 0.7*A011-A013-A014-A015=0; 0.7*A021-A023-A024-A025=0; 0.7*A031-A033-A034-A035=0;

112 0.7*B041-B043-B044-B045=0; 0.7*B051-B053-B054-B055=0; 0.7*B061-B063-B064-B065=0; 0.7*B071-B073-B074-B075=0; 0.7*B081-B083-B084-B085=0; 0.7*B091-B093-B094-B095=0; 0.7*B101-B103-B104-B105=0; 0.7*B111-B113-B114-B115=0; 0.7*B121-B123-B124-B125=0; 0.7*B131-B133-B134-B135=0; 0.7*B141-B143-B144-B145=0; 0.7*C151-C153-C154-C155=0; 0.7*C161-C163-C164-C165=0; 0.7*C171-C173-C174-C175=0; 0.7*C181-C183-C184-C185=0; 0.7*D191-D193-D194-D195=0; 0.7*D201-D203-D204-D205=0; 0.7*D211-D213-D214-D215=0; 0.7*D221-D223-D224-D225=0; 0.7*D231-D233-D234-D235=0; 0.3*A013-A016-A017=0; 0.3*A023-A026-A027=0; 0.3*A033-A036-A037=0; 0.3*B043-B046-B047=0; 0.3*B053-B056-B057=0; 0.3*B063-B066-B067=0; 0.3*B073-B076-B077=0; 0.3*B083-B086-B087=0; 0.3*B093-B096-B097=0; 0.3*B103-B106-B107=0; 0.3*B113-B116-B117=0; 0.3*B123-B126-B127=0; 0.3*B133-B136-B137=0; 0.3*B143-B146-B147=0; 0.3*C153-C156-C157=0; 0.3*C163-C166-C167=0; 0.3*C173-C176-C177=0; 0.3*C183-C186-C187=0;

113 0.3*D193-D196-D197=0; 0.3*D203-D206-D207=0; 0.3*D213-D216-D217=0; 0.3*D223-D226-D227=0; 0.3*D233-D236-D237=0; end Hasil yang diperoleh: Global optimal solution found at iteration: 29 Objective value: 0.8367954 Variable Value Reduced Cost L 0.8367954 0.000000 A012 0.000000 0.1188191E-03 A014 0.000000 0.1182787E-03 A017 0.000000 0.1140759E-03 A022 0.000000 0.1188191E-03 A024 0.000000 0.1182787E-03 A027 0.000000 0.1140759E-03 A032 0.000000 0.1188191E-03 A034 0.000000 0.1182787E-03 A037 0.000000 0.1140759E-03 A015 0.000000 0.4202797E-05 A016 13.29720 0.000000 A025 0.000000 0.4202797E-05 A026 118.7277 0.000000 A035 0.000000 0.4202797E-05 A036 10.31520 0.000000 B042 0.000000 0.000000 B044 0.000000 0.000000 B047 0.000000 0.000000 B052 221.4100 0.000000 B054 0.000000 0.000000 B057 0.000000 0.000000 B062 0.8800000 0.000000 B064 0.000000 0.000000 B067 0.000000 0.000000 B072 397.8714 0.000000

114 B074 0.000000 0.000000 B077 0.000000 0.000000 B082 2.928896 0.000000 B084 0.000000 0.000000 B087 0.000000 0.000000 B092 1173.023 0.000000 B094 0.000000 0.000000 B097 0.000000 0.000000 B102 0.000000 0.000000 B104 0.000000 0.000000 B107 0.000000 0.000000 B112 0.000000 0.000000 B114 0.000000 0.000000 B117 0.000000 0.000000 B122 0.000000 0.000000 B124 0.000000 0.000000 B127 0.000000 0.000000 B132 0.000000 0.000000 B134 0.000000 0.000000 B137 0.000000 0.000000 B142 0.000000 0.000000 B144 0.000000 0.000000 B147 0.000000 0.000000 B045 0.000000 0.000000 B046 20.08860 0.000000 B055 0.000000 0.000000 B056 0.000000 0.000000 B065 0.000000 0.000000 B066 0.000000 0.000000 B075 0.000000 0.000000 B076 134.8176 0.000000 B085 0.000000 0.000000 B086 0.4790317 0.000000 B095 0.000000 0.000000 B096 85.29296 0.000000 B105 0.000000 0.000000 B106 7.287000 0.000000 B115 0.000000 0.000000 B116 33.53490 0.000000

B125 0.000000 0.000000 B126 18.91050 0.000000 B135 0.000000 0.000000 B136 12.88980 0.000000 B145 0.000000 0.000000 B146 22.71780 0.000000 C152 0.000000 0.000000 C154 0.000000 0.000000 C157 0.000000 0.000000 C162 0.000000 0.000000 C164 0.000000 0.000000 C167 0.000000 0.000000 C172 2.710000 0.000000 C174 0.000000 0.000000 C177 0.000000 0.000000 C182 293.2558 0.000000 C184 0.000000 0.000000 C187 0.000000 0.000000 C155 0.000000 0.000000 C156 175.1169 0.000000 C165 0.000000 0.000000 C166 27.04380 0.000000 C175 0.000000 0.000000 C176 0.000000 0.000000 C185 0.000000 0.000000 C186 58.72319 0.000000 D192 0.000000 0.000000 D194 0.000000 0.000000 D197 0.000000 0.000000 D202 0.000000 0.000000 D204 0.000000 0.000000 D207 0.000000 0.000000 D212 22.77715 0.000000 D214 0.000000 0.000000 D217 0.000000 0.000000 D222 3.450068 0.000000 D224 0.000000 0.000000 D227 0.000000 0.000000 D232 0.000000 0.000000 115

116 D234 0.000000 0.000000 D237 0.000000 0.000000 D195 0.000000 0.000000 D196 82.78200 0.000000 D205 0.000000 0.000000 D206 1.684200 0.000000 D215 0.000000 0.000000 D216 1.894799 0.000000 D225 0.000000 0.000000 D226 0.1511858 0.000000 D235 0.000000 0.000000 D236 88.42680 0.000000 A011 63.32000 0.000000 A013 44.32400 0.000000 A021 565.3700 0.000000 A023 395.7590 0.000000 A031 49.12000 0.000000 A033 34.38400 0.000000 B041 95.66000 0.000000 B043 66.96200 0.000000 B051 0.000000 0.000000 B053 0.000000 0.000000 B061 0.000000 0.000000 B063 0.000000 0.000000 B071 641.9886 0.000000 B073 449.3920 0.000000 B081 2.281104 0.000000 B083 1.596772 0.000000 B091 406.1570 0.000000 B093 284.3099 0.000000 B101 34.70000 0.000000 B103 24.29000 0.000000 B111 159.6900 0.000000 B113 111.7830 0.000000 B121 90.05000 0.000000 B123 63.03500 0.000000 B131 61.38000 0.000000 B133 42.96600 0.000000 B141 108.1800 0.000000

117 B143 75.72600 0.000000 C151 833.8900 0.000000 C153 583.7230 0.000000 C161 128.7800 0.000000 C163 90.14600 0.000000 C171 0.000000 0.000000 C173 0.000000 0.000000 C181 279.6342 0.000000 C183 195.7440 0.000000 D191 394.2000 0.000000 D193 275.9400 0.000000 D201 8.020000 0.000000 D203 5.614000 0.000000 D211 9.022853 0.000000 D213 6.315997 0.000000 D221 0.7199322 0.000000 D223 0.5039526 0.000000 D231 421.0800 0.000000 D233 294.7560 0.000000 Row Slack or Surplus Dual Price 1 0.8367954 1.000000 2 2.016995 0.000000 3 1.953698 0.000000 4 1.013916 0.000000 5 1.751919 0.000000 6 0.000000 1.000000 7 0.7256026E-01 0.000000 8 0.7238318 0.000000 9 0.000000 0.000000 10 0.2346046 0.000000 11 0.2346046 0.000000 12 0.2346046 0.000000 13 0.2346046 0.000000 14 0.1903226 0.000000 15 0.2021326 0.000000 16 0.1550303 0.000000 17 0.000000 0.000000 18 0.000000 0.000000

118 19 0.2346046 0.000000 20 0.2346046 0.000000 21 0.2346046 0.000000 22 0.2346046 0.000000 23 0.2346046 0.000000 24 0.2346046 0.000000 25 0.2346046 0.000000 26 0.6306161E-01 0.000000 27 0.000000 0.000000 28 0.2346046 0.000000 29 0.2346046 0.000000 30 0.000000 0.000000 31 0.000000 0.000000 32 0.2346046 0.000000 BIAYA 1.089583 0.000000 34 0.000000-0.1260839E-05 35 0.000000-0.1260839E-05 36 0.000000-0.1260839E-05 37 0.000000 0.000000 38 0.000000 0.000000 39 0.000000 0.000000 40 0.000000 0.000000 41 0.000000 0.000000 42 0.000000 0.000000 43 0.000000 0.000000 44 0.000000 0.000000 45 0.000000 0.000000 46 0.000000 0.000000 47 0.000000 0.000000 48 0.000000 0.000000 49 0.000000 0.000000 50 0.000000 0.000000 51 0.000000 0.000000 52 0.000000 0.000000 53 0.000000 0.000000 54 0.000000 0.000000 55 0.000000 0.000000 56 0.000000 0.000000 57 0.000000 0.1801198E-05

58 0.000000 0.1801198E-05 59 0.000000 0.1801198E-05 60 0.000000 0.000000 61 0.000000 0.000000 62 0.000000 0.000000 63 0.000000 0.000000 64 0.000000 0.000000 65 0.000000 0.000000 66 0.000000 0.000000 67 0.000000 0.000000 68 0.000000 0.000000 69 0.000000 0.000000 70 0.000000 0.000000 71 0.000000 0.000000 72 0.000000 0.000000 73 0.000000 0.000000 74 0.000000 0.000000 75 0.000000 0.000000 76 0.000000 0.000000 77 0.000000 0.000000 78 0.000000 0.000000 79 0.000000 0.000000 80 0.000000 0.6003995E-05 81 0.000000 0.6003995E-05 82 0.000000 0.6003995E-05 83 0.000000 0.000000 84 0.000000 0.000000 85 0.000000 0.000000 86 0.000000 0.000000 87 0.000000 0.000000 88 0.000000 0.000000 89 0.000000 0.000000 90 0.000000 0.000000 91 0.000000 0.000000 92 0.000000 0.000000 93 0.000000 0.000000 94 0.000000 0.000000 95 0.000000 0.000000 96 0.000000 0.000000 119

120 97 0.000000 0.000000 98 0.000000 0.000000 99 0.000000 0.000000 100 0.000000 0.000000 101 0.000000 0.000000 102 0.000000 0.000000 Bulan Agustus model: max = L; 0.0000013969*((A012+A014+A017+A022+A024+A027+A032+A034 +A037)+0.05*(A015+A016+A025+A026+A035+A036))+L<=2.8538; 0.0000023975*((A012+A014+A017+A022+A024+A027+A032+A034 +A037)+0.05*(A015+A016+A025+A026+A035+A036))+0.000001097 4*((B042+B044+B047+B052+B054+B057+B062+B064+B067+B072+ B074+B077+B082+B084+B087+B092+B094+B097+B102+B104+B10 7+B112+B114+B117+B122+B124+B127+B132+B134+B137+B142+B 144+B147)+0.05*(B045+B046+B055+B056+B065+B066+B075+B076 +B085+B086+B095+B096+B105+B106+B115+B116+B125+B126+B1 35+B136+B145+B146))+L<=2.7925; 0.0000009472*((A012+A014+A017+A022+A024+A027+A032+A034 +A037)+0.05*(A015+A016+A025+A026+A035+A036))+0.000000816 3*((B042+B044+B047+B052+B054+B057+B062+B064+B067+B072+ B074+B077+B082+B084+B087+B092+B094+B097+B102+B104+B10 7+B112+B114+B117+B122+B124+B127+B132+B134+B137+B142+B 144+B147)+0.05*(B045+B046+B055+B056+B065+B066+B075+B076 +B085+B086+B095+B096+B105+B106+B115+B116+B125+B126+B1 35+B136+B145+B146))+0.000000005*((C152+C154+C157+C162+C1 64+C167+C172+C174+C177+C182+C184+C187)+0.05*(C155+C156+ C165+C166+C175+C176+C185+C186))+L<=1.8522; 0.0000207432*((A012+A014+A017+A022+A024+A027+A032+A034 +A037)+0.05*(A015+A016+A025+A026+A035+A036))+0.000041297 9*((B042+B044+B047+B052+B054+B057+B062+B064+B067+B072+ B074+B077+B082+B084+B087+B092+B094+B097+B102+B104+B10 7+B112+B114+B117+B122+B124+B127+B132+B134+B137+B142+B 144+B147)+0.05*(B045+B046+B055+B056+B065+B066+B075+B076 +B085+B086+B095+B096+B105+B106+B115+B116+B125+B126+B1

121 35+B136+B145+B146))+0.0000616712*((C152+C154+C157+C162+C 164+C167+C172+C174+C177+C182+C184+C187)+0.05*(C155+C156 +C165+C166+C175+C176+C185+C186))+0.0000403657*((D192+D19 4+D197+D202+D204+D207+D212+D214+D217+D222+D224+D227+ D232+D234+D237)+0.05*(D195+D196+D205+D206+D215+D216+D 225+D226+D235+D236))+L<=2.6842; 0.0001200799*((A012+A014+A017+A022+A024+A027+A032+A034 +A037)+0.05*(A015+A016+A025+A026+A035+A036))+L<=0.33765; 0.0001200256*((A012+A014+A017+A022+A024+A027+A032+A034 +A037)+0.05*(A015+A016+A025+A026+A035+A036))+0.000285115 6*((B042+B044+B047+B052+B054+B057+B062+B064+B067+B072+ B074+B077+B082+B084+B087+B092+B094+B097+B102+B104+B10 7+B112+B114+B117+B122+B124+B127+B132+B134+B137+B142+B 144+B147)+0.05*(B045+B046+B055+B056+B065+B066+B075+B076 +B085+B086+B095+B096+B105+B106+B115+B116+B125+B126+B1 35+B136+B145+B146))+L<=0.9271; 0.0002673972*((A012+A014+A017+A022+A024+A027+A032+A034 +A037)+0.05*(A015+A016+A025+A026+A035+A036))+0.000250779 8*((B042+B044+B047+B052+B054+B057+B062+B064+B067+B072+ B074+B077+B082+B084+B087+B092+B094+B097+B102+B104+B10 7+B112+B114+B117+B122+B124+B127+B132+B134+B137+B142+B 144+B147)+0.05*(B045+B046+B055+B056+B065+B066+B075+B076 +B085+B086+B095+B096+B105+B106+B115+B116+B125+B126+B1 35+B136+B145+B146))+0.0001727372*((C152+C154+C157+C162+C 164+C167+C172+C174+C177+C182+C184+C187)+0.05*(C155+C156 +C165+C166+C175+C176+C185+C186))+L<=1.57055; 0.0001659966*((A012+A014+A017+A022+A024+A027+A032+A034 +A037)+0.05*(A015+A016+A025+A026+A035+A036))+0.000159519 1*((B042+B044+B047+B052+B054+B057+B062+B064+B067+B072+ B074+B077+B082+B084+B087+B092+B094+B097+B102+B104+B10 7+B112+B114+B117+B122+B124+B127+B132+B134+B137+B142+B 144+B147)+0.05*(B045+B046+B055+B056+B065+B066+B075+B076 +B085+B086+B095+B096+B105+B106+B115+B116+B125+B126+B1 35+B136+B145+B146))+0.0001532943*((C152+C154+C157+C162+C 164+C167+C172+C174+C177+C182+C184+C187)+0.05*(C155+C156 +C165+C166+C175+C176+C185+C186))+0.0003362282*((D192+D19 4+D197+D202+D204+D207+D212+D214+D217+D222+D224+D227+ D232+D234+D237)+0.05*(D195+D196+D205+D206+D215+D216+D 225+D226+D235+D236))+L<=0.6863;

122 0.0021*(A012+A014+A017)+L<=1.0714; 0.0008*(A022+A024+A027)+L<=1.0714; 0.0135*(A032+A034+A037)+L<=1.0714; 0.0479*(B042+B044+B047)+L<=1.0714; 0.0002*(B052+B054+B057)+L<=1.0714; 0.0369*(B062+B064+B067)+L<=1.0714; 0.0002*(B072+B074+B077)+L<=1.0714; 0.0801*(B082+B084+B087)+L<=1.0714; 0.0002*(B092+B094+B097)+L<=1.0714; 0.0400*(B102+B104+B107)+L<=1.0714; 0.0086*(B112+B114+B117)+L<=1.0714; 0.0191*(B122+B124+B127)+L<=1.0714; 0.0743*(B132+B134+B137)+L<=1.0714; 0.0609*(B142+B144+B147)+L<=1.0714; 0.0009*(C152+C154+C157)+L<=1.0714; 0.0353*(C162+C164+C167)+L<=1.0714; 0.0633*(C172+C174+C177)+L<=1.0714; 0.0008*(C182+C184+C187)+L<=1.0714; 0.0328*(D192+D194+D197)+L<=1.0714; 0.3084*(D202+D204+D207)+L<=1.0714; 0.0103*(D212+D214+D217)+L<=1.0714; 0.0680*(D222+D224+D227)+L<=1.0714; 0.0768*(D232+D234+D237)+L<=1.0714; [Biaya]0.00076*A011+0.00346*A013+0.00321*(A015+A016)+0.0001 21*A021+0.000592*A023+0.000839*(A025+A026)+0.000649*A031+ 0.00242*A033+0.00201*(A035+A036)+0.000284*B041+0.000945*B0 43+0.000867*(B045+B046)+0.000755*B051+0.00365*B053+0.00878* (B055+B056)+0.0317*B061+0.1077*B063+0.0963*(B065+B066)+0.0 0013*B071+0.00065*B073+0.00153*(B075+B076)+0.005*B081+0.01 6*B083+0.0154*(B085+B086)+0.00009*B091+0.00044*B093+0.001*( B095+B096)+0.0008*B101+0.0034*B103+0.0024*(B105+B106)+0.00 02*B111+0.0008*B113+0.0007*(B115+B116)+0.00034*B121+0.0012 *B123+0.001*(B125+B126)+0.00043*B131+0.0014*B133+0.0013*(B 135+B136)+0.00025*B141+0.0008*B143+0.00075*(B145+B146)+0.0 0008*C151+0.0004*C153+0.0005*(C155+C156)+0.00022*C161+0.00 07*C163+0.00066*(C165+C166)+0.0098*C171+0.032*C173+0.03*(C 175+C176)+0.0001*C181+0.0006*C183+0.0008*(C185+C186)+0.000

123 07*D191+0.00025*D193+0.00022*(D195+D196)+0.0029*D201+0.008 9*D203+0.0097*(D205+D206)+0.001*D211+0.004*D213+0.0033*(D2 15+D216)+0.0063*D221+0.021*D223+0.019*(D225+D226)+0.00006* D231+0.0002*D233+0.0019*(D235+D236)+L<=5.5; A011+A012=63.32; A021+A022=565.37; A031+A032=49.12; B041+B042=95.66; B051+B052=221.41; B061+B062=0.88; B071+B072=1039.86; B081+B082=5.21; B091+B092=1579.18; B101+B102=34.70; B111+B112=159.69; B121+B122=90.05; B131+B132=61.38; B141+B142=108.18; C151+C152=833.89; C161+C162=128.78; C171+C172=2.71; C181+C182=572.89; D191+D192=394.20; D201+D202=8.02; D211+D212=31.80; D221+D222=4.17; D231+D232=421.08; 0.7*A011-A013-A014-A015=0; 0.7*A021-A023-A024-A025=0; 0.7*A031-A033-A034-A035=0; 0.7*B041-B043-B044-B045=0; 0.7*B051-B053-B054-B055=0; 0.7*B061-B063-B064-B065=0; 0.7*B071-B073-B074-B075=0; 0.7*B081-B083-B084-B085=0; 0.7*B091-B093-B094-B095=0; 0.7*B101-B103-B104-B105=0; 0.7*B111-B113-B114-B115=0;

124 0.7*B121-B123-B124-B125=0; 0.7*B131-B133-B134-B135=0; 0.7*B141-B143-B144-B145=0; 0.7*C151-C153-C154-C155=0; 0.7*C161-C163-C164-C165=0; 0.7*C171-C173-C174-C175=0; 0.7*C181-C183-C184-C185=0; 0.7*D191-D193-D194-D195=0; 0.7*D201-D203-D204-D205=0; 0.7*D211-D213-D214-D215=0; 0.7*D221-D223-D224-D225=0; 0.7*D231-D233-D234-D235=0; 0.3*A013-A016-A017=0; 0.3*A023-A026-A027=0; 0.3*A033-A036-A037=0; 0.3*B043-B046-B047=0; 0.3*B053-B056-B057=0; 0.3*B063-B066-B067=0; 0.3*B073-B076-B077=0; 0.3*B083-B086-B087=0; 0.3*B093-B096-B097=0; 0.3*B103-B106-B107=0; 0.3*B113-B116-B117=0; 0.3*B123-B126-B127=0; 0.3*B133-B136-B137=0; 0.3*B143-B146-B147=0; 0.3*C153-C156-C157=0; 0.3*C163-C166-C167=0; 0.3*C173-C176-C177=0; 0.3*C183-C186-C187=0; 0.3*D193-D196-D197=0; 0.3*D203-D206-D207=0; 0.3*D213-D216-D217=0; 0.3*D223-D226-D227=0; 0.3*D233-D236-D237=0; end

125 Hasil yang diperoleh: Global optimal solution found at iteration: 57 Objective value: 0.5995901 Variable Value Reduced Cost L 0.5995901 0.000000 A012 0.000000 0.1563875E-06 A014 44.32400 0.000000 A017 0.000000 0.2712217E-05 A022 0.000000 0.1770186E-05 A024 0.000000 0.1667562E-05 A027 0.000000 0.1590644E-05 A032 0.000000 0.7746298E-06 A034 0.000000 0.7724005E-06 A037 0.000000 0.2864529E-05 A015 0.000000 0.6610721E-07 A016 0.000000 0.2778324E-05 A025 0.000000 0.7691746E-07 A026 118.7277 0.000000 A035 34.38400 0.000000 A036 0.000000 0.2092129E-05 B042 0.000000 0.2893471E-05 B044 0.000000 0.2855518E-05 B047 0.000000 0.3217940E-05 B052 0.000000 0.5654936E-06 B054 69.58781 0.000000 B057 25.61976 0.000000 B062 0.8800000 0.000000 B064 0.000000 0.000000 B067 0.000000 0.2423520E-03 B072 0.000000 0.2971976E-05 B074 0.000000 0.2813942E-05 B077 0.000000 0.2392243E-05 B082 5.210000 0.000000 B084 0.000000 0.3429611E-05 B087 0.000000 0.4019751E-04 B092 0.000000 0.3180415E-05 B094 0.000000 0.3071783E-05

126 B097 0.000000 0.2762583E-05 B102 0.000000 0.1783077E-05 B104 0.000000 0.1784324E-05 B107 0.000000 0.5365451E-05 B112 0.000000 0.3033851E-05 B114 0.000000 0.2972210E-05 B117 0.000000 0.3269182E-05 B122 0.000000 0.2789286E-05 B124 0.000000 0.2762583E-05 B127 0.000000 0.3502101E-05 B132 0.000000 0.2579659E-05 B134 0.000000 0.2552957E-05 B137 0.000000 0.3269182E-05 B142 0.000000 0.2974456E-05 B144 0.000000 0.2937273E-05 B147 0.000000 0.3152722E-05 B045 66.96200 0.000000 B046 0.000000 0.3624217E-06 B055 0.000000 0.2673742E-05 B056 0.000000 0.2673742E-05 B065 0.000000 0.6382890E-04 B066 0.000000 0.3061809E-03 B075 0.000000 0.4216995E-06 B076 218.3706 0.000000 B085 0.000000 0.1072912E-04 B086 0.000000 0.4749702E-04 B095 0.000000 0.3091997E-06 B096 331.6278 0.000000 B105 24.29000 0.000000 B106 0.000000 0.3581127E-05 B115 111.7830 0.000000 B116 0.000000 0.2969715E-06 B125 63.03500 0.000000 B126 0.000000 0.7395172E-06 B135 42.96600 0.000000 B136 0.000000 0.7162253E-06 B145 75.72600 0.000000 B146 0.000000 0.2154499E-06

C152 0.000000 0.4427937E-05 C154 0.000000 0.4346928E-05 C157 0.000000 0.4213750E-05 C162 0.000000 0.4159894E-05 C164 0.000000 0.4103760E-05 C167 0.000000 0.4101949E-05 C172 2.710000 0.000000 C174 0.000000 0.7724036E-05 C177 0.000000 0.8907312E-04 C182 0.000000 0.4272114E-05 C184 0.000000 0.4144288E-05 C187 0.000000 0.4004123E-05 C155 0.000000 0.1331774E-06 C156 175.1169 0.000000 C165 0.000000 0.1811226E-08 C166 27.04380 0.000000 C175 0.000000 0.2412360E-04 C176 0.000000 0.1054727E-03 C185 0.000000 0.1401650E-06 C186 120.3069 0.000000 D192 0.000000 0.3635236E-05 D194 0.000000 0.3600450E-05 D197 0.000000 0.3531750E-05 D202 0.000000 0.6517929E-07 D204 1.529864 0.000000 D207 0.000000 0.4461985E-05 D212 0.000000 0.1430784E-05 D214 0.000000 0.1379580E-05 D217 0.000000 0.4863305E-05 D222 4.170000 0.000000 D224 0.000000 0.000000 D227 0.000000 0.3986090E-04 D232 0.000000 0.3420159E-05 D234 0.000000 0.3283214E-05 D237 0.000000 0.2357839E-05 D195 0.000000 0.6870007E-07 D196 82.78200 0.000000 D205 4.084136 0.000000 D206 0.000000 0.4461985E-05 127

128 D215 22.26000 0.000000 D216 0.000000 0.3483726E-05 D225 0.000000 0.9590896E-05 D226 0.000000 0.4945180E-04 D235 0.000000 0.9253755E-06 D236 88.42680 0.000000 A011 63.32000 0.000000 A013 0.000000 0.000000 A021 565.3700 0.000000 A023 395.7590 0.000000 A031 49.12000 0.000000 A033 0.000000 0.000000 B041 95.66000 0.000000 B043 0.000000 0.000000 B051 221.4100 0.000000 B053 85.39919 0.000000 B061 0.000000 0.2105752E-04 B063 0.000000 0.000000 B071 1039.860 0.000000 B073 727.9020 0.000000 B081 0.000000 0.000000 B083 0.000000 0.000000 B091 1579.180 0.000000 B093 1105.426 0.000000 B101 34.70000 0.000000 B103 0.000000 0.000000 B111 159.6900 0.000000 B113 0.000000 0.000000 B121 90.05000 0.000000 B123 0.000000 0.000000 B131 61.38000 0.000000 B133 0.000000 0.000000 B141 108.1800 0.000000 B143 0.000000 0.000000 C151 833.8900 0.000000 C153 583.7230 0.000000 C161 128.7800 0.000000 C163 90.14600 0.000000 C171 0.000000 0.000000

129 C173 0.000000 0.000000 C181 572.8900 0.000000 C183 401.0230 0.000000 D191 394.2000 0.000000 D193 275.9400 0.000000 D201 8.020000 0.000000 D203 0.000000 0.000000 D211 31.80000 0.000000 D213 0.000000 0.000000 D221 0.000000 0.3238331E-05 D223 0.000000 0.000000 D231 421.0800 0.000000 D233 294.7560 0.000000 Row Slack or Surplus Dual Price 1 0.5995901 1.000000 2 3.278063 0.000000 3 2.401857 0.000000 4 0.4485481 0.000000 5 0.000000 0.9992912 6 2.378123 0.000000 7 0.6140157 0.000000 8 0.7968761 0.000000 9 2.184761 0.000000 10 0.3787295 0.000000 11 0.4718099 0.000000 12 0.4718099 0.000000 13 0.4718099 0.000000 14 0.4527684 0.000000 15 0.4393379 0.000000 16 0.4718099 0.000000 17 0.5448895E-01 0.000000 18 0.4718099 0.000000 19 0.4718099 0.000000 20 0.4718099 0.000000 21 0.4718099 0.000000 22 0.4718099 0.000000 23 0.4718099 0.000000 24 0.4718099 0.000000

130 25 0.4718099 0.000000 26 0.3002669 0.000000 27 0.4718099 0.000000 28 0.4718099 0.000000 29 0.000000 0.1002744E-04 30 0.4718099 0.000000 31 0.1882499 0.000000 32 0.4718099 0.000000 BIAYA 0.000000 0.6987564E-03 34 0.000000-0.2135087E-05 35 0.000000-0.5212886E-06 36 0.000000-0.1516845E-05 37 0.000000-0.7500452E-06 38 0.000000-0.3078022E-05 39 0.000000-0.3643516E-05 40 0.000000-0.6715399E-06 41 0.000000-0.3643516E-05 42 0.000000-0.4631008E-06 43 0.000000-0.1860439E-05 44 0.000000-0.6096650E-06 45 0.000000-0.8542297E-06 46 0.000000-0.1063857E-05 47 0.000000-0.6690593E-06 48 0.000000-0.3753563E-06 49 0.000000-0.6433993E-06 50 0.000000-0.4803293E-05 51 0.000000-0.5311790E-06 52 0.000000-0.2442121E-06 53 0.000000-0.6906731E-05 54 0.000000-0.2448664E-05 55 0.000000-0.3879448E-05 56 0.000000-0.4592893E-06 57 0.000000 0.2291475E-05 58 0.000000 0.6239129E-06 59 0.000000 0.1519074E-05 60 0.000000 0.7879976E-06 61 0.000000 0.3643516E-05 62 0.000000 0.3643516E-05 63 0.000000 0.8295736E-06

64 0.000000 0.2139050E-06 65 0.000000 0.5717325E-06 66 0.000000 0.1859191E-05 67 0.000000 0.6713053E-06 68 0.000000 0.8809322E-06 69 0.000000 0.1090559E-05 70 0.000000 0.7062431E-06 71 0.000000 0.4563654E-06 72 0.000000 0.6995327E-06 73 0.000000-0.2920743E-05 74 0.000000 0.6590048E-06 75 0.000000 0.2789988E-06 76 0.000000 0.6971910E-05 77 0.000000 0.2499869E-05 78 0.000000 0.3879448E-05 79 0.000000 0.5962342E-06 80 0.000000-0.4207419E-06 81 0.000000 0.7008304E-06 82 0.000000-0.5730547E-06 83 0.000000 0.4255759E-06 84 0.000000 0.3643516E-05 85 0.000000-0.2387085E-03 86 0.000000 0.1251273E-05 87 0.000000-0.3655399E-04 88 0.000000 0.8809322E-06 89 0.000000-0.1721936E-05 90 0.000000 0.3743338E-06 91 0.000000 0.1414150E-06 92 0.000000 0.3743338E-06 93 0.000000 0.4907932E-06 94 0.000000 0.5895429E-06 95 0.000000 0.7013439E-06 96 0.000000-0.8426983E-04 97 0.000000 0.7991698E-06 98 0.000000 0.3476988E-06 99 0.000000 0.2509925E-05 100 0.000000-0.9838570E-06 101 0.000000-0.3598146E-04 102 0.000000 0.1521610E-05 131

132 LAMPIRAN V Analisa Sensitivitas Hasil Perhitungan Model Kode Industri 101 Ket X1 X2 X3 X4 X5 X6 X7 0,9 56,99 0,00 39,89 0,00 0,00 11,97 0,00 Februari 63,32 0,00 44,32 0,00 0,00 13,30 0,00 1,1 69,65 0,00 48,75 0,00 0,00 14,63 0,00 0,9 56,69 0,00 0,00 0,00 39,68 0,00 0,00 Agustus 63,32 0,00 0,00 44,32 0,00 0,00 0,00 1,1 0,00 69,65 0,00 0,00 0,00 0,00 0,00 102 0,9 508,83 0,00 356,18 0,00 0,00 106,85 0,00 Februari 565,37 0,00 395,76 0,00 0,00 118,73 0,00 1,1 621,90 0,00 435,33 0,00 0,00 130,60 0,00 0,9 508,83 0,00 356,18 0,00 0,00 106,85 0,00 Agustus 565,37 0,00 395,76 0,00 0,00 118,73 0,00 1,1 621,90 0,00 435,33 0,00 0,00 130,60 0,00 103 0,9 44,21 0,00 30,94 0,00 0,00 9,28 0,00 Februari 49,12 0,00 34,38 0,00 0,00 10,31 0,00 1,1 54,03 0,00 37,82 0,00 0,00 11,35 0,00 0,9 44,21 0,00 0,00 0,00 30,95 0,00 0,00 Agustus 49,12 0,00 0,00 0,00 34,38 0,00 10,31 1,1 19,21 34,82 0,00 0,00 13,45 0,00 0,00 204 0,9 86,09 0,00 60,26 0,00 0,00 18,08 0,00 Februari 95,66 0,00 66,96 0,00 0,00 20,09 0,00 1,1 105,22 0,00 73,66 0,00 0,00 22,10 0,00 0,9 86,09 0,00 0,00 0,00 60,26 0,00 0,00 Agustus 95,66 0,00 0,00 0,00 66,96 0,00 0,00 1,1 105,22 0,00 0,00 0,00 73,66 0,00 0,00 205 0,9 199,27 0,00 139,49 0,00 0,00 41,85 0,00 Februari 0,00 221,41 0,00 0,00 0,00 0,00 0,00 1,1 0,00 243,55 0,00 0,00 0,00 0,00 0,00 0,9 199,27 0,00 139,49 0,00 0,00 9,73 32,12 Agustus 221,41 0,00 85,40 69,59 0,00 0,00 25,62 1,1 243,55 0,00 0,00 170,48 0,00 0,00 0,00 206 0,9 0,00 0,79 0,00 0,00 0,00 0,00 0,00 Februari 0,00 0,88 0,00 0,00 0,00 0,00 0,00 1,1 0,00 0,97 0,00 0,00 0,00 0,00 0,00 0,9 0,00 0,79 0,00 0,00 0,00 0,00 0,00 Agustus 0,00 0,88 0,00 0,00 0,00 0,00 0,00 1,1 0,00 0,97 0,00 0,00 0,00 0,00 0,00

133 207 0,9 558,79 377,08 391,15 0,00 0,00 117,35 0,00 Februari 641,99 397,87 449,39 0,00 0,00 134,82 0,00 1,1 776,31 367,53 543,42 0,00 0,00 163,03 0,00 0,9 935,87 0,00 655,11 0,00 0,00 196,53 0,00 Agustus 1039,86 0,00 727,90 0,00 0,00 218,37 0,00 1,1 1143,84 0,00 800,69 0,00 0,00 240,21 0,00 208 0,9 1,76 2,93 1,23 0,00 0,00 0,37 0,00 Februari 2,28 2,93 1,60 0,00 0,00 0,48 0,00 1,1 2,80 2,93 1,96 0,00 0,00 0,59 0,00 0,9 0,00 4,69 0,00 0,00 0,00 0,00 0,00 Agustus 0,00 5,21 0,00 0,00 0,00 0,00 0,00 1,1 0,00 5,73 0,00 0,00 0,00 0,00 0,00 209 0,9 248,67 1172,59 174,07 0,00 0,00 52,22 0,00 Februari 406,16 1173,02 284,31 0,00 0,00 85,29 0,00 1,1 565,64 1171,45 395,95 0,00 0,00 118,78 0,00 0,9 1421,26 0,00 994,88 0,00 0,00 298,46 0,00 Agustus 1579,18 0,00 1105,43 0,00 0,00 331,63 0,00 1,1 1737,09 0,00 1215,96 0,00 0,00 364,79 0,00 210 0,9 31,23 0,00 21,86 0,00 0,00 6,56 0,00 Februari 34,70 0,00 24,29 0,00 0,00 7,29 0,00 1,1 38,18 0,00 26,72 0,00 0,00 8,02 0,00 0,9 31,23 0,00 0,00 0,00 21,86 0,00 0,00 Agustus 34,70 0,00 0,00 0,00 24,29 0,00 0,00 1,1 38,18 0,00 0,00 0,00 26,72 0,00 0,00 211 0,9 143,72 0,00 100,60 0,00 0,00 30,18 0,00 Februari 159,69 0,00 111,78 0,00 0,00 33,53 0,00 1,1 175,66 0,00 122,96 0,00 0,00 36,89 0,00 0,9 143,72 0,00 100,60 0,00 0,00 30,18 0,00 Agustus 159,69 0,00 0,00 0,00 111,78 0,00 0,00 1,1 175,66 0,00 0,00 0,00 122,96 0,00 0,00 212 0,9 81,05 0,00 56,73 0,00 0,00 17,02 0,00 Februari 90,05 0,00 63,04 0,00 0,00 18,91 0,00 1,1 99,06 0,00 69,34 0,00 0,00 20,80 0,00 0,9 81,05 0,00 0,00 0,00 56,74 0,00 0,00 Agustus 90,05 0,00 0,00 0,00 63,04 0,00 0,00 1,1 99,06 0,00 0,00 0,00 69,34 0,00 0,00 213 0,9 55,24 0,00 38,67 0,00 0,00 11,60 0,00 Februari 61,38 0,00 42,97 0,00 0,00 12,89 0,00 1,1 67,52 0,00 47,26 0,00 0,00 14,18 0,00 0,9 55,24 0,00 0,00 0,00 38,67 0,00 0,00 Agustus 61,38 0,00 0,00 0,00 42,97 0,00 0,00

134 1,1 67,52 0,00 0,00 0,00 47,26 0,00 0,00 214 0,9 97,36 0,00 68,15 0,00 0,00 20,45 0,00 Februari 108,18 0,00 75,72 0,00 0,00 22,72 0,00 1,1 118,99 0,00 83,30 0,00 0,00 24,99 0,00 0,9 97,36 0,00 68,15 0,00 0,00 20,45 0,00 Agustus 108,18 0,00 0,00 0,00 75,72 0,00 0,00 1,1 118,99 0,00 0,00 0,00 83,30 0,00 0,00 315 0,9 489,92 260,57 342,95 0,00 0,00 102,88 0,00 Februari 833,89 0,00 583,72 0,00 0,00 175,12 0,00 1,1 917,28 0,00 642,09 0,00 0,00 192,63 0,00 0,9 750,50 0,00 525,35 0,00 0,00 157,61 0,00 Agustus 833,89 0,00 583,72 0,00 0,00 175,12 0,00 1,1 917,28 0,00 642,09 0,00 0,00 192,63 0,00 316 0,9 115,90 0,00 81,13 0,00 0,00 24,34 0,00 Februari 128,78 0,00 90,14 0,00 0,00 27,04 0,00 1,1 141,65 0,00 99,16 0,00 0,00 29,75 0,00 0,9 115,90 0,00 81,13 0,00 0,00 24,34 0,00 Agustus 128,78 0,00 90,15 0,00 0,00 27,04 0,00 1,1 141,65 0,00 0,00 0,00 99,16 0,00 0,00 317 0,9 0,00 2,44 0,00 0,00 0,00 0,00 0,00 Februari 0,00 2,71 0,00 0,00 0,00 0,00 0,00 1,1 0,00 2,98 0,00 0,00 0,00 0,00 0,00 0,9 0,00 2,44 0,00 0,00 0,00 0,00 0,00 Agustus 0,00 2,71 0,00 0,00 0,00 0,00 0,00 1,1 0,00 2,98 0,00 0,00 0,00 0,00 0,00 318 0,9 222,45 293,15 155,72 0,00 0,00 46,71 0,00 Februari 279,63 293,26 195,74 0,00 0,00 58,72 0,00 1,1 336,82 293,36 235,77 0,00 0,00 70,73 0,00 0,9 515,60 0,00 360,92 0,00 0,00 108,28 0,00 Agustus 572,89 0,00 401,02 0,00 0,00 120,31 0,00 1,1 630,18 0,00 441,13 0,00 0,00 132,34 0,00 419 0,9 354,78 0,00 248,35 0,00 0,00 74,50 0,00 Februari 394,20 0,00 275,94 0,00 0,00 82,78 0,00 1,1 433,62 0,00 303,54 0,00 0,00 91,06 0,00 0,9 354,78 0,00 248,35 0,00 0,00 74,50 0,00 Agustus 394,20 0,00 275,94 0,00 0,00 82,78 0,00 1,1 433,62 0,00 303,54 0,00 0,00 91,06 0,00 420 0,9 7,22 0,00 5,05 0,00 0,00 1,52 0,00 Februari 8,02 0,00 5,61 0,00 0,00 1,68 0,00 1,1 8,82 0,00 6,17 0,00 0,00 1,85 0,00

135 0,9 7,22 0,00 0,00 1,53 3,53 0,00 0,00 Agustus 8,02 0,00 0,00 1,53 4,08 0,00 0,00 1,1 8,82 0,00 0,00 1,53 4,64 0,00 0,00 421 0,9 5,85 22,76 4,10 0,00 0,00 1,23 0,00 Februari 9,02 22,77 6,32 0,00 0,00 1,89 0,00 1,1 12,18 22,79 8,53 0,00 0,00 2,56 0,00 0,9 28,62 0,00 0,00 0,00 20,03 0,00 0,00 Agustus 31,80 0,00 0,00 0,00 22,26 0,00 0,00 1,1 34,97 0,00 0,00 0,00 24,48 0,00 0,00 422 0,9 0,30 3,45 0,21 0,00 0,00 0,06 0,00 Februari 0,72 3,45 0,50 0,00 0,00 0,15 0,00 1,1 1,14 3,45 0,80 0,00 0,00 0,24 0,00 0,9 0,00 3,75 0,00 0,00 0,00 0,00 0,00 Agustus 0,00 4,17 0,00 0,00 0,00 0,00 0,00 1,1 0,00 4,59 0,00 0,00 0,00 0,00 0,00 423 0,9 378,97 0,00 265,28 0,00 0,00 79,58 0,00 Februari 421,08 0,00 294,76 0,00 0,00 88,43 0,00 1,1 463,19 0,00 324,23 0,00 0,00 97,27 0,00 0,9 378,97 0,00 265,28 0,00 0,00 79,58 0,00 Agustus 421,08 0,00 294,76 0,00 0,00 88,43 0,00 1,1 463,19 0,00 324,23 0,00 0,00 97,27 0,00 Grafik Analisa Sensitivitas Industri Industri 101 Grafik Pengalokasian Beban Pencemar Limbah Industri Jumlah Beban Pencemar (mg/l) 100,00 50,00 0,00 1 2 3 4 5 6 7 Series1 56,99 0,00 39,89 0,00 0,00 11,97 0,00 Series2 63,32 0,00 44,32 0,00 0,00 13,30 0,00 Series3 69,65 0,00 48,75 0,00 0,00 14,63 0,00 Alternatif Alokasi Series1 Series2 Series3 Series4 Series5 Series6

136 Industri 102 Grafik Pengalokasian Beban Pencemar Limbah Industri Jumlah Beban Pencemar (mg/l) 1000,00 500,00 0,00 1 2 3 4 5 6 7 Series1 508,8 0,00 356,1 0,00 0,00 106,8 0,00 Series2 565,3 0,00 395,7 0,00 0,00 118,7 0,00 Series3 621,9 0,00 435,3 0,00 0,00 130,6 0,00 Alternatif Alokasi Series1 Series2 Series3 Series4 Series5 Series6 Industri 103 Grafik Pengalokasian Beban Pencemar Limbah Industri Jumlah Beban Pencemar (mg/l) 100,00 50,00 0,00 1 2 3 4 5 6 7 Series1 44,21 0,00 30,94 0,00 0,00 9,28 0,00 Series2 49,12 0,00 34,38 0,00 0,00 10,31 0,00 Series3 54,03 0,00 37,82 0,00 0,00 11,35 0,00 Alternatif Alokasi Series1 Series2 Series3 Series4 Series5 Series6

139 Industri 208 Grafik Pengalokasian Beban Pencemar Limbah Industri Jumlah Beban Pencemar (mg/l) 10,00 5,00 0,00 1 2 3 4 5 6 7 Series1 1,76 2,93 1,23 0,00 0,00 0,37 0,00 Series2 2,28 2,93 1,60 0,00 0,00 0,48 0,00 Series3 2,80 2,93 1,96 0,00 0,00 0,59 0,00 Alternatif Alokasi Series1 Series2 Series3 Series4 Series5 Series6 Industri 209 Grafik Pengalokasian Beban Pencemar Limbah Industri Jumlah Beban Pencemar (mg/l) 2000,00 1000,00 0,00 1 2 3 4 5 6 7 Series1 248,6 1172, 174,0 0,00 0,00 52,22 0,00 Series2 406,1 1173, 284,3 0,00 0,00 85,29 0,00 Series3 565,6 1171, 395,9 0,00 0,00 118,7 0,00 Alternatif Alokasi Series1 Series2 Series3 Series4 Series5 Series6

140 Industri 210 Grafik Pengalokasian Beban Pencemar Limbah Industri Jumlah Beban Pencemar (mg/l) 50,00 0,00 1 2 3 4 5 6 7 Series1 31,23 0,00 21,86 0,00 0,00 6,56 0,00 Series2 34,70 0,00 24,29 0,00 0,00 7,29 0,00 Series3 38,18 0,00 26,72 0,00 0,00 8,02 0,00 Alternatif Alokasi Series1 Series2 Series3 Series4 Series5 Series6 Industri 211 Grafik Pengalokasian Beban Pencemar Limbah Industri Jumlah Beban Pencemar (mg/l) 200,00 100,00 0,00 1 2 3 4 5 6 7 Series1 143,7 0,00 100,6 0,00 0,00 30,18 0,00 Series2 159,6 0,00 111,7 0,00 0,00 33,53 0,00 Series3 175,6 0,00 122,9 0,00 0,00 36,89 0,00 Alternatif Alokasi Series1 Series2 Series3 Series4 Series5 Series6

144 Industri 318 Grafik Pengalokasian Beban Pencemar Limbah Industri Jumlah Beban Pencemar (mg/l) 1000,00 500,00 0,00 1 2 3 4 5 6 7 Series1 222,4 293,1 155,7 0,00 0,00 46,71 0,00 Series2 279,6 293,2 195,7 0,00 0,00 58,72 0,00 Series3 336,8 293,3 235,7 0,00 0,00 70,73 0,00 Alternatif Alokasi Series1 Series2 Series3 Series4 Series5 Series6 Industri 419 Grafik Pengalokasian Beban Pencemar Limbah Industri Jumlah Beban Pencemar (mg/l) 500,00 0,00 1 2 3 4 5 6 7 Series1 354,7 0,00 248,3 0,00 0,00 74,50 0,00 Series2 394,2 0,00 275,9 0,00 0,00 82,78 0,00 Series3 433,6 0,00 303,5 0,00 0,00 91,06 0,00 Alternatif Alokasi Series1 Series2 Series3 Series4 Series5 Series6

146 Industri 422 Grafik Pengalokasian Beban Pencemar Limbah Industri Jumlah Beban Pencemar (mg/l) 5,00 0,00 1 2 3 4 5 6 7 Series1 0,30 3,45 0,21 0,00 0,00 0,06 0,00 Series2 0,72 3,45 0,50 0,00 0,00 0,15 0,00 Series3 1,14 3,45 0,80 0,00 0,00 0,24 0,00 Alternatif Alokasi Series1 Series2 Series3 Series4 Series5 Series6 Industri 423 Grafik Pengalokasian Beban Pencemar Limbah Industri Jumlah Beban Pencemar (mg/l) 500,00 0,00 1 2 3 4 5 6 7 Series1 378,9 0,00 265,2 0,00 0,00 79,58 0,00 Series2 421,0 0,00 294,7 0,00 0,00 88,43 0,00 Series3 463,1 0,00 324,2 0,00 0,00 97,27 0,00 Alternatif Alokasi Series1 Series2 Series3 Series4 Series5 Series6

69 Grafik Pengalokasian Beban Pencemar Limbah Industri 1. Jumlah Beban Pencemar (mg/l) 100,00 50,00 0,00 1 2 3 4 5 6 7 Series1 56,99 0,00 39,89 0,00 0,00 11,97 0,00 Series2 63,32 0,00 44,32 0,00 0,00 13,30 0,00 Series3 69,65 0,00 48,75 0,00 0,00 14,63 0,00 Alternatif Alokasi Series1 Series2 Series3 Series4 Series5 Series6 Grafik Pengalokasian Beban Pencemar Limbah Industri 2. Jumlah Beban Pencemar (mg/l) 1000,00 500,00 0,00 1 2 3 4 5 6 7 Series1 508,8 0,00 356,1 0,00 0,00 106,8 0,00 Series2 565,3 0,00 395,7 0,00 0,00 118,7 0,00 Series3 621,9 0,00 435,3 0,00 0,00 130,6 0,00 Alternatif Alokasi Series1 Series2 Series3 Series4 Series5 Series6

73 Grafik Pengalokasian Beban Pencemar Limbah Industri 9. Jumlah Beban Pencemar (mg/l) 2000,00 1000,00 0,00 1 2 3 4 5 6 7 Series1 248,6 1172, 174,0 0,00 0,00 52,22 0,00 Series2 406,1 1173, 284,3 0,00 0,00 85,29 0,00 Series3 565,6 1171, 395,9 0,00 0,00 118,7 0,00 Alternatif Alokasi Series1 Series2 Series3 Series4 Series5 Series6 Grafik Pengalokasian Beban Pencemar Limbah Industri 10. Jumlah Beban Pencemar (mg/l) 50,00 0,00 1 2 3 4 5 6 7 Series1 31,23 0,00 21,86 0,00 0,00 6,56 0,00 Series2 34,70 0,00 24,29 0,00 0,00 7,29 0,00 Series3 38,18 0,00 26,72 0,00 0,00 8,02 0,00 Alternatif Alokasi Series1 Series2 Series3 Series4 Series5 Series6

78 Grafik Pengalokasian Beban Pencemar Limbah Industri 19. Jumlah Beban Pencemar (mg/l) 500,00 0,00 1 2 3 4 5 6 7 Series1 354,7 0,00 248,3 0,00 0,00 74,50 0,00 Series2 394,2 0,00 275,9 0,00 0,00 82,78 0,00 Series3 433,6 0,00 303,5 0,00 0,00 91,06 0,00 Alternatif Alokasi Series1 Series2 Series3 Series4 Series5 Series6 Grafik Pengalokasian Beban Pencemar Limbah Industri 20. Jumlah Beban Pencemar (mg/l) 10,00 5,00 0,00 1 2 3 4 5 6 7 Series1 7,22 0,00 5,05 0,00 0,00 1,52 0,00 Series2 8,02 0,00 5,61 0,00 0,00 1,68 0,00 Series3 8,82 0,00 6,17 0,00 0,00 1,85 0,00 Alternatif Alokasi Series1 Series2 Series3 Series4 Series5 Series6

79 Grafik Pengalokasian Beban Pencemar Limbah Industri 21. Jumlah Beban Pencemar (mg/l) 40,00 20,00 0,00 1 2 3 4 5 6 7 Series1 5,85 22,76 4,10 0,00 0,00 1,23 0,00 Series2 9,02 22,77 6,32 0,00 0,00 1,89 0,00 Series3 12,18 22,79 8,53 0,00 0,00 2,56 0,00 Alternatif Alokasi Series1 Series2 Series3 Series4 Series5 Series6 Grafik Pengalokasian Beban Pencemar Limbah Industri 22. Jumlah Beban Pencemar (mg/l) 5,00 0,00 1 2 3 4 5 6 7 Series1 0,30 3,45 0,21 0,00 0,00 0,06 0,00 Series2 0,72 3,45 0,50 0,00 0,00 0,15 0,00 Series3 1,14 3,45 0,80 0,00 0,00 0,24 0,00 Alternatif Alokasi Series1 Series2 Series3 Series4 Series5 Series6

80 Grafik Pengalokasian Beban Pencemar Limbah Industri 23. Jumlah Beban Pencemar (mg/l) 500,00 0,00 1 2 3 4 5 6 7 Series1 378,9 0,00 265,2 0,00 0,00 79,58 0,00 Series2 421,0 0,00 294,7 0,00 0,00 88,43 0,00 Series3 463,1 0,00 324,2 0,00 0,00 97,27 0,00 Alternatif Alokasi Series1 Series2 Series3 Series4 Series5 Series6

Sub model merupakan model ekologis dari persamaan Streeter Phelps sebagai representasi masuknya beban pencemar yang terukur. Keterkaitan komponen industri sebagai sumber pencemar dengan sub model dalam hal hubungan kualitas limbah yang dibuang pada badan air sebagai tempat penampungan. Setiap perubahan kualitas yang disebabkan sumber pencemar industri akan dipengaruhi oleh kondisi ekologis, untuk tiap-tiap lokasi mempunyai pengaruh yang bervariasi.

Penentuan Variabel Keputusan X i12 X i14 X i11 X i13 X i17 X i15 X i16 X ij5 X ij6 X ij1 X ij 3 X ij7 X ij 4 X ij 2

Variabel Keputusan: X ijk Didefinisikan sebagai jumlah beban pencemar dari industri j dalam titik amatan ke i dengan alternatif sistem pengalokasian k. Dimana: i = indeks untuk titik amatan (segmen) pada sungai, i = 1, 2,..., m j = indeks industri yang ada pada segmen i, j = 1, 2,..., m

Pemberlakuan Indeks k 1. Alokasi beban pencemar BOD dari industri diolah pada UPL I. 2. Alokasi beban pencemar BOD dari industri yang dibuang langsung ke sungai tanpa diolah terlebih dahulu. 3. Alokasi beban pencemar BOD dari pengolahan tingkat I diolah pada UPL II. 4. Alokasi beban pencemar BOD dari industri yang dibuang ke sungai dari UPL I. 5. Alokasi beban pencemar BOD dari industri yang dialokasikan ke UPL Kolektif dari UPL I. 6. Alokasi beban pencemar BOD dari industri yang dialokasikan ke UPL Kolektif dari UPL II. 7. Alokasi beban pencemar BOD dari industri yang dibuang ke sungai dari UPL II.

Pembagian Indeks Set S=1 Himpunan terdiri dari elemen-elemen indeks k untuk k = {2, 4, 7} yang menyebabkan perubahan kualitas sungai. S=2 Himpunan terdiri dari elemen-elemen indeks k untuk k = {5,6}, sebagai himpunan alternatif pengalokasian limbah pada UPL Kolektif yang menimbulkan implikasi ongkos bagi industri. S=3 Himpunan terdiri dari elemen-elemen indeks k untuk k = {1,3}, sebagai himpunan alternatif pengalokasian limbah pada unit UPL I dan II yang menimbulkan implikasi ongkos bagi industri.

Pengolahan tingkat satu (Primary Treatment), dapat menghilangkan 30 persen BOD, 60 persen COD, dan 60 persen SS (Suspended Solid) yakni zat tersuspensi. Pengolahan tingkat dua (Secondary Treatment) dapat menghilangkan 70 persen BOD, COD dan SS dari permulaan. Kolam stabilisasi (Collective Treatment) dapat menghilangkan BOD 80-90 persen. Kolam stabilisasi memungkinkan bagi daerah yang mempunyai cukup luas tanah dan di luar kota (misalnya di daerah muara). Pengolahan tingkat dua harus didahului oleh pengolahan tingkat satu. Kolam stabilisasi harus didahului oleh pengolahan tingkat satu atau Pengolahan tingkat dua.

Perumusan Fungsi Kendala

Kendala Untuk Standar Kualitas Air (stream standard) Kendala Untuk Standar DO Kendala Untuk Standar BOD m i i i s i q i j S k ijk q i j c i S k ijk ri StdDO C X X a i i 1 1 2 1 m i i i q i j q i j S k ijk c i S k ijk ri StdBOD X X b i i 1 1 2 1

Kendala Air Limbah (Effluent Standard) Untuk Masing-Masing Industri k S 1 X ijk q j i dimana: = ambang batas maksimal yang dikenakan untuk air limbah industri. j q i = debit air limbah yang dikeluarkan oleh industri j pada segmen i

Kendala Sistem Pada Unit Instalansi Pengolahan Limbah k X StdBOD j ijk i Kendala Sistem Pada UPL I p Xij X X X 0 1 ijk ij3 ij4 ij5 1 Kendala Sistem Pada UPL II s Xij X X 0 1 ijk ij6 ij7 3

Kendala Untuk Total Ongkos Pengolahan Limbah i j ks 3 ijk X ijk i j ks X 2 i ijk TotC Dimana: ijk = Ongkos satuan pengolahan limbah di titik pembuangan j di segmen i untuk UPL I dan UPL II (Rp/Kg-BOD per hari). i = Ongkos satuan pengolahan limbah untuk UPL K di segmen i (Rp/Kg-BOD per hari). TotC= Jumlah total ongkos pengolahan limbah yang ditetapkan pengambil keputusan bagi industri (Rp/hari).

Perkiraan BOD Ultimate Hasil bagi antara BOD pengamatan yang distandarisasikan pada masa inkubasi 5 hari dan suhu 20 C dengan faktor konversi merupakan BOD Ultimate pada setiap suhu pengamatan. FEBRUARI (Hujan) Titik Amatan Suhu BOD Ult. C s D FK Suhu T o C mg/l mg/l mg/l Canggu 20,6 0,677589 8,9 8,9122122 2,7122122 Cangkir 22,7 0,65 15,0 8,5474456 4,5474456 Bambe 25,1 0,6219512 16,6 8,1594112 3,8594112 Karangpilang 26,5 0,6065574 15,0 7,944824 4,844824 Gunungsari 28,7 0,5846457 20,3 7,6214364 3,7214364 AGUSTUS (Kemarau) Titik Amatan Suhu BOD Ult. C s D FK Suhu T o C mg/l mg/l mg/l Canggu 22,7 0,649654 9,5 8,5474456 1,8474456 Cangkir 25,1 0,6219512 8,2 8,1594112 2,7594112 Bambe 23,3 0,6431452 17,0 8,4477796 4,2477796 Karangpilang 29,9 0,5740741 18,3 7,4506401 5,9506401 Gunungsari 29,2 0,580225 14,0 7,5498647 6,3498647

Karakteristik Hidrologis Kelarutan Oksigen Jenuh merupakan fungsi dari suhu air yang dinyatakan dengan persamaan: C S 2 4 2 6 3 14,652 41,022210 T 79,9 10 T 77,77 10 T dimana T adalah suhu perairan. defisit oksigen (D) setelah terjadinya pencemaran pada titik pengamatan diperhitungkan dari selisih antara kelarutan oksigen jenuh dengan kelarutan oksigen yang ada (nilai DO pada perairan). contoh perhitungan: (bulan Februari, pada segmen Canggu) 8,912 mg/l -6,2 mg/l =2.712 mg/l

Karakteristik Hidrologis Karakteristik hidrologis yang berpengaruh dalam perhitungan adalah kecepatan arus dan debit sungai. Dengan diketahuinya jarak tiap segmen maka waktu alir air sungai antar segmen dapat diketahui. Contoh perhitungan: (bulan Februari, pada segmen Canggu) (20,5 : 0,67) : 86,4 =0.353 Nilai 86,4 merupakan nilai konversi dari satuan jarak (km) dan kecepatan arus (m/detik) menjadi satuan waktu alir (hari).

Karakteristik Hidrologis Hasil perhitungan dari karakteristik hidrologis air sungai sebagai berikut: Segmen Canggu-Cangkir Cangkir-Bambe Bambe-Karangpilang Karangpilang-Gunungsari FEBRUARI (Hujan) Jarak Kecepatan Debit Waktu Alir Km m/dt m 3 /dt hari 20,5 0,67 42,27 0,3530782 5,4 0,67 19,52 0,093006 8 0,67 31,42 0,1377866 4,5 0,67 16,54 0,077505 AGUSTUS (Kemarau) Segmen Jarak Kecepatan Debit Waktu Alir Km m/dt m 3 /dt hari Canggu-Cangkir 20,5 0,41 25,45 0,5745 Cangkir-Bambe 5,4 0,41 13,36 0,1513317 Bambe-Karangpilang 8 0,41 22,88 0,2241951 Karangpilang-Gunungsari 4,5 0,41 10,27 0,1261098

Koefisien deoksigenasi (k1) menyatakan jumlah penurunan oksigen persatuan waktu. Koefisien reoksigenasi (k2) menyatakan jumlah penambahan oksigen dari lingkungan persatuan waktu. Nilai k1 diperoleh dari persamaan berikut: k 1 0. 3944 T 20 o Dimana untuk θ digunakan angka 1,056 untuk interval suhu 20-30 C

Koefisien Deoksigenasi dan Reoksigenasi Nilai k2 dipengaruhi oleh turbulensi arus. Perhitungannya mengikuti persamaan: k 2 k 1 L D D t D Hasil perhitungan selengkapnya: FEBRUARI (Hujan) K 1 K 2 l/hari l/hari 0,371376 0,795836 0,419814 0,771352 0,465606 1,001083 0,513587 0,114345 AGUSTUS (Kemarau) K 1 K 2 l/hari l/hari 0,419814 1,368416 0,426733 0,548188 0,486351 1,0634 0,571161 1,216767

Koefisien Transfer Koefisien transfer diturunkan dari persamaan Streeter Phelps. Dua macam koefisien transfer yang akan ditentukan yaitu koefisien transfer kelarutan oksigen (aij) dan koefisien kelarutan BOD (bij). Masing-masing nilai menyatakan perubahan kelarutan oksigen DO dan kelarutan BOD pada segmen ke i karena perubahan 1 kg BOD dari beban limbah industri dari segmen ke j

Contoh perhitungan Pada Segmen I Pada segmen I diberlakukan L=0 dan D=0. Bentuk fungsi untuk segmen I bila ditulis secara lengkap adalah sebagai berikut: e R BOD L b i t k 1 1 1 1 1 11 ˆ e R e e k k k BOD D a k i t t k t k 1 1 1 2 1 1 1 1 1 1 1 11 ) ( 1 1 1 2 1 1 ˆ

Faktor Koreksi Adanya limbah organik lain yang tidak terukur (non point source) memberi kontribusi penurunan kualitas air, maka pencapaian sasaran kualitas yang menjadi beban industri harus dikoreksi. Persamaan yang dipakai antara lain: DO ( Model) DO ( Data) i i i L ( Data) Lˆ ( Model) i i i

Standar Kualitas Air Limbah Pada pengendalian pencemaran sungai Surabaya dari limbah industri standar kualitas limbah yang ditetapkan sebesar 20 mg/l untuk Golongan Berat dan 300 mg/l untuk Golongan Ringan dengan parameter limbah organik (BOD). Nilai-nilai beban BOD (kg/hari) didapatkan dari hasil perkalian antara debit limbah harian (m3/hari) dengan konsentrasi BOD yang diperbolehkan untuk tiap industri.

Standar Kualitas Air Limbah Contoh perhitungan: (Kode Industri 101) Debit air limbah 1680,83 m3/hari Untuk batas bawah (20 mg/l), konsentrasi BOD-nya: 1680,83 * 20 / 1000 = 33,62 kg/hari Untuk batas atas (300 mg/l), konsentrasi BOD-nya: 1680,83 * 300 / 1000 = 504,25 kg/hari Nilai 1000 merupakan konversi dari m3/hari dengan mg/l menjadi kg/hari.

Penaksiran Biaya Pengolahan Limbah Biaya pengolahan limbah yang menjadi acuan adalah grafik laporan Environmental Protection pada tahun 1980 (besar biaya berdasarkan debit air limbahnya) yang dikonversikan ke nilai sekarang (tahun 2006) dengan nilai i: i F P 1 N 1 = 7.86 %, dimana: F = adalah nilai dolar saat ini (berkisar Rp 9300) P = adalah nilai dolar pada tahun 1980 (berkisar Rp 1300) N = perbedaan tahun (2006-1980 = 26)

Untuk menghitung nilai biaya tetap dan biaya pemeliharaan digunakan persamaan: F Pi 1 N dengan: F = biaya tetap dan biaya pemeliharaan untuk saat ini P = biaya tetap dan biaya pemeliharaan tahun 1980 (hasil perhitungan software Curve Expert)

Untuk menghitung biaya total tahunan pengolahan limbah untuk masing-masing alternatif UPL (memiliki umur ekonomis yang sama yaitu 50 tahun) digunakan persamaan: i A P 1 Dimana: 1 i N i N 1 A = biaya total tahunan pengolahan limbah P = biaya tetap pengolahan limbah A = biaya pemeliharaan N = umur ekonomis UPL (50 tahun) A

Biaya satuan (unit cost) pengolahan tiap beban BOD (kg) ditaksirkan dengan asumsi 1 tahun = 300 hari. Biaya satuan pengolahan limbah tersebut merupakan hasil bagi antara besar perhitungan biaya total tahunan dengan beban BOD (kg). PARAMETER Beban NO JENIS BOD Debit BOD Ongkos Tetap Pemeliharaan Ongkos Tetap Pemeliharaan Ongkos Tahunan Ongkos PRODUKSI (Mg/l) (m 3 /hari) (kg/hari) 100 jt/1980 100 jt/1980 100 jt (i=7.86%) 100 jt (i=7.86%) 100 jt (i=7.86%) (Rp/hari) 101 MSG 37,67 1680,83 63,32 0,2619 0,0551 1,8736 0,3942 0,5449 2868,63 102 Alkohol 124,75 4532,00 565,37 0,4416 0,0725 3,1591 0,5187 0,7728 455,63 103 Gula 186,00 264,08 49,12 0,1347 0,0397 0,9636 0,2840 0,3615 2453,41