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Volumn 22, Issue 4, 2007, Pages 2177-2186

Review of reactive power planning: Objectives, constraints, and algorithms

Author keywords

Evolutionary algorithms (EAs); Evolutionary computation; Fuzzy logic; Fuzzy sets; Genetic algorithms; Linear programming; linear programming (LP); Mixed integer nonlinear programming (MINLP); Multi objective optimization; Network security; Nonlinear programming; Nonlinear programming (NLP); OPF; Optimal control; Reactive power; Reactive power optimal allocation; Reactive power planning; Security constrained OPF with voltage stability consideration (SCOPF VS); Security constrained OPF (SCOPF); Simulated annealing; Simulated annealing (SA); Tabu search (TS); Voltage control; Voltage stability margin

Indexed keywords

ELECTRIC LOAD FLOW; EVOLUTIONARY ALGORITHMS; FUZZY SETS; LINEAR PROGRAMMING; MULTIOBJECTIVE OPTIMIZATION; NONLINEAR PROGRAMMING; OPTIMIZATION; VOLTAGE CONTROL;

EID: 36348994414     PISSN: 08858950     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRS.2007.907452     Document Type: Review
Times cited : (224)

References (56)
  • 1
    • 27144521184 scopus 로고    scopus 로고
    • Survey of reactive power planning methods
    • San Francisco, CA, Jun. 12-16
    • W. Zhang and L. M. Tolbert, "Survey of reactive power planning methods," in IEEE Power Engineering Society General Meeting, San Francisco, CA, Jun. 12-16, 2005, pp. 1580-1590.
    • (2005) IEEE Power Engineering Society General Meeting , pp. 1580-1590
    • Zhang, W.1    Tolbert, L.M.2
  • 3
    • 0024104421 scopus 로고
    • Optimal Var planning by approximation method for recursive mixed-integer linear programming
    • Nov
    • K. Aoki, M. Fan, and A. Nishikori, "Optimal Var planning by approximation method for recursive mixed-integer linear programming," IEEE Trans. Power Syst., vol. 3, no. 4, pp. 1741-1747, Nov. 1988.
    • (1988) IEEE Trans. Power Syst , vol.3 , Issue.4 , pp. 1741-1747
    • Aoki, K.1    Fan, M.2    Nishikori, A.3
  • 4
    • 0030084668 scopus 로고    scopus 로고
    • A heuristic method for reactive power planning
    • Feb
    • J. R. S. Mantovani and A. V. Garcia, "A heuristic method for reactive power planning," IEEE Trans. Power Syst., vol. 11, no. 1, pp. 68-74, Feb. 1996.
    • (1996) IEEE Trans. Power Syst , vol.11 , Issue.1 , pp. 68-74
    • Mantovani, J.R.S.1    Garcia, A.V.2
  • 5
    • 0034243086 scopus 로고    scopus 로고
    • Optimal capacitor placement using deterministic and genetic algorithms
    • Aug
    • M. Delfanti, G. Granelli, P. Marannino, and M. Montagna, "Optimal capacitor placement using deterministic and genetic algorithms," IEEE Trans. Power Syst., vol. 15, no. 3, pp. 1041-1046, Aug. 2000.
    • (2000) IEEE Trans. Power Syst , vol.15 , Issue.3 , pp. 1041-1046
    • Delfanti, M.1    Granelli, G.2    Marannino, P.3    Montagna, M.4
  • 8
    • 0024001583 scopus 로고
    • Practical reactive power allocation/operation planning using successive linear programming
    • May
    • K. Iba, H. Suzuki, K. I. Suzuki, and K. Suzuki, "Practical reactive power allocation/operation planning using successive linear programming," IEEE Trans. Power Syst., vol. 3, no. 2, pp. 558-566, May 1988.
    • (1988) IEEE Trans. Power Syst , vol.3 , Issue.2 , pp. 558-566
    • Iba, K.1    Suzuki, H.2    Suzuki, K.I.3    Suzuki, K.4
  • 9
    • 0031076817 scopus 로고    scopus 로고
    • Application of evolutionary programming to reactive power planning-comparison with nonlinear programming approach
    • Feb
    • L. L. Lai and J. T. Ma, "Application of evolutionary programming to reactive power planning-comparison with nonlinear programming approach," IEEE Trans. Power Syst., vol. 12, no. 1, pp. 198-206, Feb. 1997.
    • (1997) IEEE Trans. Power Syst , vol.12 , Issue.1 , pp. 198-206
    • Lai, L.L.1    Ma, J.T.2
  • 11
    • 0033221686 scopus 로고    scopus 로고
    • A hybrid genetic algorithm for optimal reactive power planning based upon successive linear programming
    • Nov
    • J. Urdaneta, J. F. Gomez, E. Sorrentino, L. Flores, and R. Diaz, "A hybrid genetic algorithm for optimal reactive power planning based upon successive linear programming," IEEE Trans. Power Syst., vol. 14, no. 4, pp. 1292-1298, Nov. 1999.
    • (1999) IEEE Trans. Power Syst , vol.14 , Issue.4 , pp. 1292-1298
    • Urdaneta, J.1    Gomez, J.F.2    Sorrentino, E.3    Flores, L.4    Diaz, R.5
  • 12
    • 84861487243 scopus 로고    scopus 로고
    • Capacitor placement in distribution systems using artificial intelligent techniques
    • Bologna, Italy, Jun. 23-26
    • A. H. H. Al-Mohammed and I. Elamin, "Capacitor placement in distribution systems using artificial intelligent techniques," in Proc. 2003 IEEE Power Tech Conf., Bologna, Italy, Jun. 23-26, 2003, vol. 4, p. 7.
    • (2003) Proc. 2003 IEEE Power Tech Conf , vol.4 , pp. 7
    • Al-Mohammed, A.H.H.1    Elamin, I.2
  • 13
    • 0035505571 scopus 로고    scopus 로고
    • Optimal capacitor placement in radial distribution networks
    • Nov
    • R. A. Gallego, A. J. Monticelli, and R. Romero, "Optimal capacitor placement in radial distribution networks," IEEE Trans. Power Syst. vol. 16, no. 4, pp. 630-637, Nov. 2001.
    • (2001) IEEE Trans. Power Syst , vol.16 , Issue.4 , pp. 630-637
    • Gallego, R.A.1    Monticelli, A.J.2    Romero, R.3
  • 14
    • 0029407101 scopus 로고
    • Optimization method for reactive power planning by using a modified simple genetic algorithm
    • Nov
    • K. Y. Lee, X. Bai, and Y. M. Park, "Optimization method for reactive power planning by using a modified simple genetic algorithm," IEEE Trans. Power Syst., vol. 10, no. 4, pp. 1843-1850, Nov. 1995.
    • (1995) IEEE Trans. Power Syst , vol.10 , Issue.4 , pp. 1843-1850
    • Lee, K.Y.1    Bai, X.2    Park, Y.M.3
  • 15
    • 0029410320 scopus 로고
    • Optimal reactive power planning and its spot pricing: An integrated approach
    • Nov
    • D. Chattopadhyay, K. Bhattacharya, and J. Parikh, "Optimal reactive power planning and its spot pricing: An integrated approach," IEEE Trans. Power Syst., vol. 10, no. 4, pp. 2014-2020, Nov. 1995.
    • (1995) IEEE Trans. Power Syst , vol.10 , Issue.4 , pp. 2014-2020
    • Chattopadhyay, D.1    Bhattacharya, K.2    Parikh, J.3
  • 16
    • 0031999188 scopus 로고    scopus 로고
    • Optimal reactive power planning using evolutionary algorithms: A comparative study for evolutionary programming, evolutionary strategy, genetic algorithm, and linear programming
    • Feb
    • K. Y. Lee and F. F. Yang, "Optimal reactive power planning using evolutionary algorithms: A comparative study for evolutionary programming, evolutionary strategy, genetic algorithm, and linear programming," IEEE Trans. Power Syst., vol. 13, no. 1, pp. 101-108, Feb. 1998.
    • (1998) IEEE Trans. Power Syst , vol.13 , Issue.1 , pp. 101-108
    • Lee, K.Y.1    Yang, F.F.2
  • 17
    • 0031678411 scopus 로고    scopus 로고
    • Reactive power optimization using an analytic hierarchical process and a nonlinear optimization neural network approach
    • Jan
    • J. Z. Zhu, C. S. Chang, W. Yan, and G. Y. Xu, "Reactive power optimization using an analytic hierarchical process and a nonlinear optimization neural network approach," IEE Proc. Generation, Transmission, and Distribution, vol. 145, no. 1, pp. 89-97, Jan. 1998.
    • (1998) IEE Proc. Generation, Transmission, and Distribution , vol.145 , Issue.1 , pp. 89-97
    • Zhu, J.Z.1    Chang, C.S.2    Yan, W.3    Xu, G.Y.4
  • 18
    • 0030289129 scopus 로고    scopus 로고
    • Weak bus oriented reactive power planning for system security
    • Nov
    • Y. L. Chen, "Weak bus oriented reactive power planning for system security," IEE Proc. Generation, Transmission and Distribution, vol. 143, no. 6, pp. 541-545, Nov. 1996.
    • (1996) IEE Proc. Generation, Transmission and Distribution , vol.143 , Issue.6 , pp. 541-545
    • Chen, Y.L.1
  • 19
    • 84963505936 scopus 로고    scopus 로고
    • Optimal operation and allocation of reactive power resource considering static voltage stability
    • Aug. 18-21
    • B. Kermanshahi, K. Takahashi, and Y. Zhou, "Optimal operation and allocation of reactive power resource considering static voltage stability," in Proc. 1998 Int. Conf. Power System Technology (POWERCON '98), Aug. 18-21, 1998, vol. 2, pp. 1473-1477.
    • (1998) Proc. 1998 Int. Conf. Power System Technology (POWERCON '98) , vol.2 , pp. 1473-1477
    • Kermanshahi, B.1    Takahashi, K.2    Zhou, Y.3
  • 20
    • 4544242443 scopus 로고    scopus 로고
    • Multi-objective Var planning for largescale power systems using projection-based two-layer simulated annealing algorithms
    • Jul. 11
    • Y. L. Chen and Y. L. Ke, "Multi-objective Var planning for largescale power systems using projection-based two-layer simulated annealing algorithms," IEE Proc. Generation, Transmission and Distribution, vol. 151, no. 4, pp. 555-560, Jul. 11, 2004.
    • (2004) IEE Proc. Generation, Transmission and Distribution , vol.151 , Issue.4 , pp. 555-560
    • Chen, Y.L.1    Ke, Y.L.2
  • 21
    • 0029344774 scopus 로고
    • Hybrid expert system and simulated annealing approach to optimal reactive power planning
    • Jul
    • W. S. Jwo, C. W. Liu, C. C. Liu, and Y. T. Hsiao, "Hybrid expert system and simulated annealing approach to optimal reactive power planning," IEE Proc. Generation, Transmission and Distribution, vol. 142, no. 4, pp. 381-385, Jul. 1995.
    • (1995) IEE Proc. Generation, Transmission and Distribution , vol.142 , Issue.4 , pp. 381-385
    • Jwo, W.S.1    Liu, C.W.2    Liu, C.C.3    Hsiao, Y.T.4
  • 22
    • 0027306491 scopus 로고
    • Reactive power optimization by genetic algorithm
    • May 4-7
    • K. Iba, "Reactive power optimization by genetic algorithm," in Proc. Power Industry Computer Application Conf., May 4-7, 1993, pp. 195-201.
    • (1993) Proc. Power Industry Computer Application Conf , pp. 195-201
    • Iba, K.1
  • 23
    • 0028424129 scopus 로고
    • Multiobjective Var planning using the goal attainment method
    • May
    • Y. L. Chen and C. C. Liu, "Multiobjective Var planning using the goal attainment method," IIE Proc. Generation, Transmission and Distribution, vol. 141, no. 3, pp. 227-232, May 1994.
    • (1994) IIE Proc. Generation, Transmission and Distribution , vol.141 , Issue.3 , pp. 227-232
    • Chen, Y.L.1    Liu, C.C.2
  • 24
    • 0032118050 scopus 로고    scopus 로고
    • Weighted-norm approach for multiobjective Var planning
    • Jul
    • Y. L. Chen, "Weighted-norm approach for multiobjective Var planning," IIE Proc. Generation, Transmission and Distribution, vol. 145, no. 4, pp. 369-374, Jul. 1998.
    • (1998) IIE Proc. Generation, Transmission and Distribution , vol.145 , Issue.4 , pp. 369-374
    • Chen, Y.L.1
  • 25
    • 0028542257 scopus 로고
    • Interactive fuzzy satisfying method for optimal multi-objective Var planning in power systems
    • Nov
    • Y. L. Chen and C. C. Liu, "Interactive fuzzy satisfying method for optimal multi-objective Var planning in power systems," IIE Proc. Generation, Transmission and Distribution, vol. 141, no. 6, pp. 554-560, Nov. 1994.
    • (1994) IIE Proc. Generation, Transmission and Distribution , vol.141 , Issue.6 , pp. 554-560
    • Chen, Y.L.1    Liu, C.C.2
  • 26
    • 0029307587 scopus 로고
    • Optimal multi-objective Var planning using an interactive satisfying method
    • May
    • Y. L. Chen and C. C. Liu, "Optimal multi-objective Var planning using an interactive satisfying method," IEEE Trans. Power Syst., vol. 10, no. 2, pp. 664-670, May 1995.
    • (1995) IEEE Trans. Power Syst , vol.10 , Issue.2 , pp. 664-670
    • Chen, Y.L.1    Liu, C.C.2
  • 28
    • 0024092318 scopus 로고
    • Security constrained optimization: An added dimension in utility systems optimal power flow technology
    • Oct
    • R. C. Dageneff, W. Neugebauer, and C. Saylor, "Security constrained optimization: An added dimension in utility systems optimal power flow technology," IEEE Comput. Appl. Power, pp. 26-30, Oct. 1988.
    • (1988) IEEE Comput. Appl. Power , pp. 26-30
    • Dageneff, R.C.1    Neugebauer, W.2    Saylor, C.3
  • 30
    • 0027643872 scopus 로고
    • A new approach for optimal Var sources planning in large scale electric power systems
    • Aug
    • Y. T. Hsiao, C. C. Liu, H. D. Chiang, and Y. L. Chen, "A new approach for optimal Var sources planning in large scale electric power systems," IEEE Trans. Power Syst., vol. 8, no. 3, pp. 988-996, Aug. 1993.
    • (1993) IEEE Trans. Power Syst , vol.8 , Issue.3 , pp. 988-996
    • Hsiao, Y.T.1    Liu, C.C.2    Chiang, H.D.3    Chen, Y.L.4
  • 31
    • 0026203985 scopus 로고
    • A security-constrained decomposition approach to optimal reactive power planning
    • Aug
    • T. Gomez, I. J. Perez-Arriaga, J. Lumbreras, and V. M. Parra, "A security-constrained decomposition approach to optimal reactive power planning," IEEE Trans. Power Syst., vol. 6, no. 3, pp. 1069-1076, Aug. 1991.
    • (1991) IEEE Trans. Power Syst , vol.6 , Issue.3 , pp. 1069-1076
    • Gomez, T.1    Perez-Arriaga, I.J.2    Lumbreras, J.3    Parra, V.M.4
  • 32
    • 0029305071 scopus 로고
    • Contingency constrained optimal reactive power flow procedures for voltage control in planning and operation
    • May
    • B. Cova et al., "Contingency constrained optimal reactive power flow procedures for voltage control in planning and operation," IEEE Trans. Power Syst., vol. 10, no. 2, pp. 602-608, May 1995.
    • (1995) IEEE Trans. Power Syst , vol.10 , Issue.2 , pp. 602-608
    • Cova, B.1
  • 33
    • 0024000838 scopus 로고
    • An integrated methodology for Var sources planning
    • May
    • S. Granville, M. V. P. Pereira, and A. Monticelli, "An integrated methodology for Var sources planning," IEEE Trans. Power Syst., vol. 3, no. 2, pp. 549-557, May 1988.
    • (1988) IEEE Trans. Power Syst , vol.3 , Issue.2 , pp. 549-557
    • Granville, S.1    Pereira, M.V.P.2    Monticelli, A.3
  • 34
    • 0028429896 scopus 로고
    • A computer package for optimal multi-objective VAR planning in large scale power systems
    • May
    • Y. T. Hsiao, H. D. Chiang, C. C. Liu, and Y. L. Chen, "A computer package for optimal multi-objective VAR planning in large scale power systems," IEEE Trans. Power Syst., vol. 9, no. 2, pp. 668-676, May 1994.
    • (1994) IEEE Trans. Power Syst , vol.9 , Issue.2 , pp. 668-676
    • Hsiao, Y.T.1    Chiang, H.D.2    Liu, C.C.3    Chen, Y.L.4
  • 35
    • 0024666723 scopus 로고
    • Var planning for power system security
    • May
    • O. O. Obadina and G. J. Berg, "Var planning for power system security," IEEE Trans. Power Syst., vol. 4, no. 2, pp. 677-686, May 1989.
    • (1989) IEEE Trans. Power Syst , vol.4 , Issue.2 , pp. 677-686
    • Obadina, O.O.1    Berg, G.J.2
  • 37
  • 38
    • 0035371651 scopus 로고    scopus 로고
    • Voltage stability constrained Var planning: Model simplification using statistical approximation
    • D. Chattopadhyay and B. B. Chakrabarti, "Voltage stability constrained Var planning: Model simplification using statistical approximation," Int. J. Elect. Power and Energy Syst., vol. 23, no. 5, pp. 349-358, 2001.
    • (2001) Int. J. Elect. Power and Energy Syst , vol.23 , Issue.5 , pp. 349-358
    • Chattopadhyay, D.1    Chakrabarti, B.B.2
  • 39
    • 0016061310 scopus 로고
    • Optimal load flow with steady-state security
    • May/Jun
    • O. Alsac and B. Stott, "Optimal load flow with steady-state security," IEEE Trans. Power App. Syst., vol. PAS-93, pp. 745-751, May/Jun. 1974.
    • (1974) IEEE Trans. Power App. Syst , vol.PAS-93 , pp. 745-751
    • Alsac, O.1    Stott, B.2
  • 41
    • 27144435617 scopus 로고    scopus 로고
    • A new parallel algorithm for security constrained optimal power flow with a nonlinear interior point method
    • San Francisco, CA, Jun. 12-16
    • W. Qiu, A. J. Flueck, and F. Tu, "A new parallel algorithm for security constrained optimal power flow with a nonlinear interior point method," in IEEE Power Engineering Society General Meeting, San Francisco, CA, Jun. 12-16, 2005, pp. 2422-2428.
    • (2005) IEEE Power Engineering Society General Meeting , pp. 2422-2428
    • Qiu, W.1    Flueck, A.J.2    Tu, F.3
  • 42
    • 0026258025 scopus 로고
    • Security-constrained OPF: Influence of fixed tap transformer fed loads
    • Nov
    • L. G. Dias and M. E. El-Hawary, "Security-constrained OPF: Influence of fixed tap transformer fed loads," IEEE Trans. Power Syst., vol. 6, no. 4, pp. 1366-1372, Nov. 1991.
    • (1991) IEEE Trans. Power Syst , vol.6 , Issue.4 , pp. 1366-1372
    • Dias, L.G.1    El-Hawary, M.E.2
  • 43
    • 0031198426 scopus 로고    scopus 로고
    • A fuzzy multiobjective approach to contingency constrained OPF
    • Aug
    • V. C. Ramesh and X. Li, "A fuzzy multiobjective approach to contingency constrained OPF," IEEE Trans. Power Syst., vol. 12, no. 3, pp. 1348-1354, Aug. 1997.
    • (1997) IEEE Trans. Power Syst , vol.12 , Issue.3 , pp. 1348-1354
    • Ramesh, V.C.1    Li, X.2
  • 44
    • 0026821376 scopus 로고
    • The continuation power flow: A tool for steady state voltage stability analysis
    • Feb
    • V. Ajjarapu and C. Christy, "The continuation power flow: A tool for steady state voltage stability analysis," IEEE Trans. Power Syst. vol. 7, no. 1, pp. 416-423, Feb. 1992.
    • (1992) IEEE Trans. Power Syst , vol.7 , Issue.1 , pp. 416-423
    • Ajjarapu, V.1    Christy, C.2
  • 45
    • 0032028913 scopus 로고    scopus 로고
    • Calculating optimal system parameters to maximize the distance to saddle-node bifurcations
    • Mar
    • C. A. Caizares, "Calculating optimal system parameters to maximize the distance to saddle-node bifurcations," IEEE Trans. Circuits Syst. I vol. 45, no. 3, pp. 225-237, Mar. 1998.
    • (1998) IEEE Trans. Circuits Syst. I , vol.45 , Issue.3 , pp. 225-237
    • Caizares, C.A.1
  • 47
    • 0028427102 scopus 로고
    • An optimal reactive power planning strategy against voltage collapse
    • May
    • V. Ajjarapu, P. L. Lau, and S. Battula, "An optimal reactive power planning strategy against voltage collapse," IEEE Trans. Power Syst. vol. 9, no. 2, pp. 906-917, May 1994.
    • (1994) IEEE Trans. Power Syst , vol.9 , Issue.2 , pp. 906-917
    • Ajjarapu, V.1    Lau, P.L.2    Battula, S.3
  • 48
    • 0026104975 scopus 로고
    • A method to compute reactive power margins with respect to voltage collapse
    • Feb
    • T. Van Cutsem, "A method to compute reactive power margins with respect to voltage collapse," IEEE Trans. Power Syst., vol. 6, no. 1, pp. 145-156, Feb. 1991.
    • (1991) IEEE Trans. Power Syst , vol.6 , Issue.1 , pp. 145-156
    • Van Cutsem, T.1
  • 49
    • 0029355019 scopus 로고
    • Overview and literature survey of fuzzy set theory in power systems
    • Aug
    • J. A. Momoh, X. W. Ma, and K. Tomsovic, "Overview and literature survey of fuzzy set theory in power systems," IEEE Trans. Power Syst., vol. 10, no. 3, pp. 1676-1690, Aug. 1995.
    • (1995) IEEE Trans. Power Syst , vol.10 , Issue.3 , pp. 1676-1690
    • Momoh, J.A.1    Ma, X.W.2    Tomsovic, K.3
  • 50
    • 0028429510 scopus 로고
    • Application of fuzzy sets to optimal reactive power planning with security constraints
    • May
    • K. H. Abdul-Rahman and S. M. Shahidehpour, "Application of fuzzy sets to optimal reactive power planning with security constraints," IEEE Trans. Power System, vol. 9, no. 2, pp. 589-597, May 1994.
    • (1994) IEEE Trans. Power System , vol.9 , Issue.2 , pp. 589-597
    • Abdul-Rahman, K.H.1    Shahidehpour, S.M.2
  • 51
    • 0035964749 scopus 로고    scopus 로고
    • An efficient multi-objective fuzzy logic based successive LP method for optimal reactive power planning
    • Sept. 28
    • B. Venkatesh, G. Sadasivam, and M. A. Khan, "An efficient multi-objective fuzzy logic based successive LP method for optimal reactive power planning," Elect. Power Syst. Res., vol. 59, no. 2, pp. 89-102, Sept. 28, 2001.
    • (2001) Elect. Power Syst. Res , vol.59 , Issue.2 , pp. 89-102
    • Venkatesh, B.1    Sadasivam, G.2    Khan, M.A.3
  • 52
    • 33745612434 scopus 로고    scopus 로고
    • Algorithms of discrete optimization and their application to problems with fuzzy coefficients
    • P. Y. Ekel and F. H. S. Neto, "Algorithms of discrete optimization and their application to problems with fuzzy coefficients," Info. Sci. vol. 176, pp. 2846-2868, 2006.
    • (2006) Info. Sci , vol.176 , pp. 2846-2868
    • Ekel, P.Y.1    Neto, F.H.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.