Ant colony optimization for active/reactive operational planning

IFAC Proceedings Volumes (IFAC-PapersOnline)

Volumn 16, Issue , 2005, Pages 97-102

  Lee, Kwang Y ^a   Vlachogiannis, John G ^b  

^a PENNSYLVANIA STATE UNIVERSITY   (United States)

^b Industrial and Energy Informatics Laboratory   (Greece)

Author keywords

Artificial intelligence; Assisted control; Flow; Generation; Operational planning; Power systems; Supply voltages

Indexed keywords

ARTIFICIAL INTELLIGENCE; ELECTRIC POWER SYSTEM PLANNING; GRAPH ALGORITHMS; SIMULATED ANNEALING; STANDBY POWER SYSTEMS;

ANT COLONY OPTIMIZATION (ACO); CONTROL VARIABLE; FLOW; GENERATION; OPERATIONAL PLANNING; SUPPLY VOLTAGES; TRANSFORMER TAPS; VAR COMPENSATION;

ANT COLONY OPTIMIZATION;

EID: 79960703952     PISSN: 14746670     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3182/20050703-6-cz-1902.01745     Document Type: Conference Paper

References (25)

1. Bhattacharya, K. and J. Zhong (2001). Reactive power as an ancillary service. IEEE Trans. on Power Syst., 16 (2), pp. 294-300.
2. Chen, Y.-L and C.-C. Liu (1995). Optimal multiobjective VAR planning using an interactive satisfying method. IEEE Trans. on Power Syst., 10 (2), pp. 664-670.
3. Chen, Y.-L. (1996). Weak bus-oriented optimal multi-objective VAR planning. IEEE Trans. on Power Syst., 11 (4), pp. 1885-1890.
4. Chiou, J.-P., C.-F. Chang and C.-T. Su (2004). Ant direction hybrid differential evolution for solving large capacitor placement problems. IEEE Trans. on Power Syst., 19 (4), pp. 1794- 1800.
5. Dandachi, N.H., M.J. Rawlins, O. Alsac, M. Prais and B. Stott (1996). OPF for reactive pricing studies on the NGC system. IEEE Trans. on Power Syst., 11 (1), pp. 226-232.
6. Dona, V.M. and A.N. Peredes (2001). Reactive power pricing in competitive electric markets using the transmission losses function. Proc. of IEEE 2001 Power Tech. Conf., Porto, Portugal, Sept. 2001.
7. Dorigo, M. (1992). Optimization, learning and natural algorithms. PhD Thesis, Politecnico de Milano, Italy, 1992.
8. Dorigo, M., V. Maniezzo and A. Colorni (1996). Ant system: Optimization by a colony of cooperating agents. IEEE Trans. Syst., Man, Cybern. B, 26 (1), pp. 29-41.
9. Dorigo M. and L. M. Cambardella (1997). Ant colony system: A cooperative learning approach to traveling salesman problem. IEEE Trans. Evol., Comput., 1 (1), pp. 53-66.
10. Dorigo M. and G. Di Caro (1999). Ant colony optimization: A new meta-heuristics. Proc. Congr. Evol. Computation, 2, pp. 1470-1477.
11. El-Keib, A.A. and X. Ma (1997). Calculating shortrun marginal costs of active and reactive power production. IEEE Trans. on Power Syst., 12 (2), pp. 559-565.
12. Gross, G., S. Tao, E. Bompard and G. Chicco (2002). Unbundled reactive support service: Key characteristics and dominant cost component. IEEE Trans. on Power Syst., 17(2), pp. 283-289.
13. Hao, S. and A. Papalexopoulos (1997). Reactive power pricing and management. IEEE Trans. on Power Syst., 12 (1), pp. 95-104.
14. Hsiao, Y.-T., H.-D. Chiang, C.-C. Liu and Y.-L. Chen (1994). A computer package for optimal multi-objective VAR planning in large scale power systems. IEEE Trans. on Power Syst., 9 (2), pp. 668-676.
15. Huang, K.-Y., T.-T. Yang and C.-L. Huang (1998). A new thermal unit commitment approach using constraint logic programming. IEEE Trans. on Power Syst., 13 (3), pp. 936-945.
16. Lee, K. Y., Y. M. Park and J. L. Ortiz (1984). Fuel cost minimization for both real and reactive power dispatches. IEE Proceedings (London) C, 131, pp. 85-93.
17. Lee, K. Y., Y. M. Park and J. L. Ortiz (1985). A united approach to optimal real and reactive power dispatch. IEEE Trans. on Power Appar. and Syst, 104 (5), pp. 1147-1153.
18. Lee, K. Y., J. L. Ortiz, M. A. Mohtadi and Y. M. Park (1988). Optimal operation of large-scale power systems. IEEE Trans. on Power Syst. 3 (2), pp. 413-420.
19. Lee, K. Y., X. Bai, and Y. M. Park (1995). Optimization method for reactive power planning using a genetic algorithm. IEEE Trans. on Power Syst., 10 (4), pp. 1843-1850.
20. Papadogiannis, K.A., N.D. Hatziargyriou and J.T. Saraiva (2003). Short term active/reactive operation planning in market environment using simulated annealing. Proc. ISAP03, Aug. 31- Sept. 3, 2003, Lemnos, Greece.
21. Silva, E.L., J. Hedgecock, J.C. Mello and J.C. Ferreira (2001). Practical cost based approach for the voltage ancillary service. IEEE Trans. on Power Syst., 16 (4), pp. 806-812.
22. The IEEE 30-bus test system. Available online in: http://www.ee. washington.edu/research/pstca/pf30/pg-tca30bus.htm.
23. Wong, K.P. and Y.W. Suzannah (1996). Combined Genetic Algorithm/Simulated Annealing/Fuzzy Set approach. IEEE Trans. on Power Syst., 11 (1), pp. 128-136.
24. Yang, Y.-T., P.-C. Yang and C.-L Huang (1996). Evolutionary programming based economic dispatch for units with non-smooth fuel cost functions. IEEE Trans. on Power Syst., 11(1), pp. 112-118.
25. Zammit, M.A.B., D.J. Hill and R.J. Kaye, (2000). Designing ancillary services markets for power system security. IEEE Trans on Power Syst., 15 (2), pp. 675-680.