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TABLE No.H.3.H.4.TITLETransformer tap setting data(IEEE-57 bus system)Shunt capacitor data(IEEE-57 bus system)Sites and location of different buses(IU-NTPS-23 bus system)Line data(IU-NTPS-23 bus system)Bus data(IU-NTPS-23 bus system)Line data(IU-Puducherry-17 bus system)Bus data(IU-Puducheny-17 bus system)xviiiPAGE No.
LIST OF FIGURESFIGURE No. TITLE PAGE No.Concept of modification of a searching point by PSOSearching concept with particles in a solution space by PSOFlowchart of PSO methodFuel cost characteristics of CCCP systemPSO based ELD convergence characteristics(3-unit system)Reliability characteristics evaluation(3-unit system)PSO-based ELD convergence characteristics(IEEE-30 bus system)Best generator settings of PSO-based CEED method(IEEE-30 bus system)PSO-based CEED convergence characteristics(IEEE-30 bus system)Three possible operating conditions ofa generating unitGA-PSO convergence characteristics(15-unit system)Window crossoverGA-PSO convergence characteristics(I 0-unit system)Variation of voltage profile for different optimization methodsPSO based convergence characteristics(IEEE-I 18 bus system)Voltage prafile improvement results with different DG ratingsSchematic block diagram of power distribution systemcompensated by a DVRPhasor diagram of power distribution system during sag
Page 1 and 2: PERFORMANCE EVALUATION OFSWARM INTE
Page 3 and 4: DECLARATION1 hereby declare that th
Page 5 and 6: In practical systems, the operating
Page 7 and 8: ACKNOWLEDGEMENTI express my deep se
Page 9 and 10: CONTENTSCHAPTERTITLEPAGE No.ABSTRAC
Page 11 and 12: CHAPTER TITLE PAGE No.2.4.4.2. Eval
Page 13 and 14: PACE No.6.3.2. Phase Advance Compen
Page 15 and 16: TABLE No.2.15.2.16.2.17.2.18.2.19.2
Page 17: xviiTABLE No.TITLEPAGE No.A.6.B.1.B
Page 21 and 22: LIST OF ABBREVIATIONSPSOParticle Sw
Page 23 and 24: Initial weightFinal weightMaximum i
Page 25 and 26: I0v ISubscript jpdWm*=Balanced load
Page 29 and 30: programming, mixed integer pmgrammi
Page 31 and 32: 1.3.1. ECONOMIC LOAD DISPATCH PROBL
Page 33 and 34: Fung et al. [51] have formulated an
Page 35 and 36: een handled by BPSO, whereas the ec
Page 37 and 38: 13.4. DISTRIBUTED GENERATION @G) FO
Page 39 and 40: A new topology based on 2-source in
Page 41 and 42: A novel PSO-based approach to quant
Page 43 and 44: economic load dispatch (ELD) for co
Page 45 and 46: B. Constraint Satisfaction Techniqu
Page 47 and 48: itself and the term c,Rand,( ) x (g
Page 49 and 50: the particle's position to pbest po
Page 51 and 52: wlthln the constraints. The details
Page 53 and 54: 7. Modify the member position of ea
Page 55 and 56: By the method of curve fitting, the
Page 57 and 58: Table 2.2. Optimal scbeduliig of ge
Page 59 and 60: 5-5 1 0 1 5 m U m 3 5 . 0 U 5 0Nmnb
Page 61 and 62: Table 2.9. Solution odiffereut meth
Page 63 and 64: where V, (i) and VmX(1) are minimum
Page 65 and 66: 2. Initialize randomly the individu
Page 67 and 68: Table 2.1 1. ELD results obtained h
Page 69 and 70:
The computational procedure of pric
Page 71 and 72:
Table 2.14. CEED raub - IEEE-30 bus
Page 73 and 74:
adjusted instantaneously. Even thou
Page 75 and 76:
2.43. Futures of Genetic Algorithms
Page 77 and 78:
Tbe GA's can be distinguished hrn o
Page 79 and 80:
2. To each chromosome of the popula
Page 81 and 82:
Table 2.16. Optimal generator dispa
Page 83 and 84:
MethodGA method[421PSO method1421Hy
Page 85 and 86:
Fig. 2.1 1 (;A-IDSO contergence cha
Page 87 and 88:
CHAPTER 3INTEGRATED GA-PSO BASED UN
Page 89 and 90:
upon any one of the two possible st
Page 91 and 92:
where Tdom, is the minimum down tim
Page 93 and 94:
2. ... lln are integers ranging h m
Page 95 and 96:
3. For each chromosome economic loa
Page 97:
Tnhle 3.2. C'ocl coefficients - IO-
Page 103 and 104:
3.5. CONCLUSIONIn this approach a h
Page 105 and 106:
to the corrective control of voltag
Page 107 and 108:
) OLTC tap position (discrete varia
Page 109 and 110:
4.5. SIMULATION RESULTSThe proposed
Page 111 and 112:
The continuous AVR operating values
Page 113 and 114:
Table 4.5. Optimal control variable
Page 115 and 116:
As discussed earlier, if the index
Page 117 and 118:
CHAPTER 5SWARM INTELLIGENCE BASED O
Page 119 and 120:
5.2. APPROACH TO QUANTIFY THE BENEF
Page 121 and 122:
5.2.2. Line loss redoction indexAno
Page 123 and 124:
53.1. Objective FunctionThc propose
Page 125 and 126:
various capacities. The voltage pro
Page 127 and 128:
~ .-0.2072 0.7309 26.910.2039 0.719
Page 129 and 130:
ITable 5.8. Solution of improvement
Page 131 and 132:
capacitive operation and minimum po
Page 133 and 134:
~xtensively used in present DVR con
Page 135 and 136:
6.3.2.1. DVR Power FlowThe power fl
Page 137 and 138:
(X'+Y:l0' =[i.. 1; ! ., I;]"IV,,COS
Page 139 and 140:
Subject toL,oad voltage advance ang
Page 141 and 142:
DVR is 99.906 KW for a balanced sag
Page 143 and 144:
GenerationsFig. 6.3.
Page 145 and 146:
CHAPTER 7CONCLUSIONThe thesis has i
Page 147 and 148:
(vi)(vii)obtained using PSO based m
Page 149:
APPENDICESAPPENDIX - ADATA FOR IEEE
Page 153 and 154:
Table A.3. Generator cost and Emins
Page 155 and 156:
APPENDIX - BDATA FOR 6 UNIT TEST SY
Page 157 and 158:
APPENDIX - CDATA FOR lIUNlT TEST SY
Page 159:
APPENDIX - DDATA FOR TAIPOWER 40-UN
Page 162 and 163:
A transmission llne on a per phase
Page 164 and 165:
y IS propagation constant and 1 is
Page 166 and 167:
APPENDIX - FSTANDARD - 5 BUS SYSTEM
Page 168 and 169:
APPENDM - GDATA FOR IEEE-14 BUS TES
Page 170 and 171:
Tabk G.2. Bus data and load flow re
Page 172:
APPENDIX - HDATA FOR AN IEEE-57 BUS
Page 178 and 179:
Table H3. Transformer tap setting d
Page 180 and 181:
Tabk 1.1. Sitar and location of dif
Page 182 and 183:
Tabk 1.3. Bus data
Page 184:
Table J.2. Bus data- - ---- -- -L.o
Page 187 and 188:
L. S. Vargas. V. H. Quintana, and V
Page 189 and 190:
J. F. Dapao and H. M. Merill. "Opti
Page 191 and 192:
P. H. Chen and H. C. Chang, "Large
Page 193 and 194:
M. Tripathy and S. Mishra, "Bacteri
Page 195 and 196:
[87] D. B. Fogel. "Evolut~onary Com
Page 197 and 198:
[I071 Costas Voumas and M~chael Kar
Page 199 and 200:
[I251 W. G. Scott, "M~cm-turb~ne ge
Page 201 and 202:
[I431 F. Jurado and Perez Hidalgo.
Page 203 and 204:
LIST OF PUBLICATIONSlnternational J
Page 205:
VITAEP.Ajay-D-Vimal Raj born in Kar
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