Mixed integer programming of security-constrained daily hydrothermal generation scheduling (SCDHGS)

Scientia Iranica

Volumn 20, Issue 6, 2013, Pages 2036-2050

  Karami, M ^a   Shayanfar, H A ^a   Aghaei, J ^b   Ahmadi, A ^c  

^a IRAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Iran)

^b SHIRAZ UNIVERSITY OF TECHNOLOGY   (Iran)

^c ISLAMIC AZAD UNIVERSITY   (Iran)

Author keywords

Daily Hydrothermal Generation Scheduling (DHGS); Dynamic ramp rate; Prohibited operating Zones; Security Constrained Unit Commitment (SCUC); Tighter approximated milp formulation; Valve point loadings

Indexed keywords

COST FUNCTIONS; ELECTRIC UTILITIES; SCHEDULING;

GENERATION SCHEDULING; MILP FORMULATION; PROHIBITED OPERATING ZONE; RAMP RATES; SECURITY-CONSTRAINED UNIT COMMITMENT; VALVE POINT LOADING;

INTEGER PROGRAMMING;

COST-BENEFIT ANALYSIS; HYDROELECTRIC POWER; NUMERICAL MODEL; OPTIMIZATION; POWER GENERATION;

EID: 84885353378     PISSN: 10263098     EISSN: 23453605     Source Type: Journal    
DOI: None     Document Type: Article

References (37)

1. Wood, A. J. and Wollenberg, B. F., Power Generation Operation and Control, John Wiley & Sons, Inc, 2nd Edn., New York, USA (1996).
2. Guan, X., Ni, E., Li, R. and Lull, P. B. "An optimization-based algorithm for scheduling hydrothermal power systems with cascaded reservoirs and discrete hydro constraints", IEEE Transactions on Power Systems, 12, pp. 1775-1780 (1997).
3. Yang, J. S. and Chen, N. "Short term hydrothermal coordination using multi-pass dynamic programming", IEEE Transactions on Power Systems, 4, pp. 1050-1056 (1989).
4. Giuntoli, M. and Poli, D. "A novel mixed-integer linear algorithm to generate unit commitment and dispatching scenarios for reliability test grids", International Review Electrical Engineering (IREE), 6(4), pp. 1971-1983 (2011).
5. Sifuentes, W. S. and Vargas, A. "Hydrothermal scheduling using benders decomposition: accelerating techniques", IEEE Transactions on Power Systems, 22, pp. 1351-1359 (2007).
6. Srinivasa Rao, C. et al. "A modified genetic approach to hydrothermal system with thyristor controlled phase shifter under open market system", International Review Electrical Engineering (IR. EE), 2(1), pp. 507-514 (2007).
7. Gavrilas, M. and Stahie, V. "Cascade hydro power plants optimization with honey bee mating optimization algorithm", International Review Electrical Engineering (IREE), 6(5), pp. 307-314 (2011).
8. Zoumas, C. E., Bakirtzis, A. G., Theocharis, J. B. and Petridis, V. "A genetic algorithm solution approach to the hydrothermal coordination problem", IEEE Transactions on Power Systems, 19, pp. 1356-1364 (2004).
9. Shahidehpour, M., Yamin, H. and Li, Z., Market Operations in Electric Power System, New York, Wiley (2002).
10. Fu, Y., Shahidehpour, M. and Li, Z. "AC contingency dispatch based on security-constrained unit commitment", IEEE Transactions on Power Systems, 21(2), pp. 897-908 (2006).
11. Fu, Y., Shahidehpour, M. and Li, Z. "Securityconstrained unit commitment with AC constraints", IEEE Transactions on Power Systems, 20(3), pp. 1538-1550 (2005).
12. Arroyo, J. M. and Conejo, A. J. "Optimal response of a thermal unit to an electricity spot market", IEEE Transactions on Power Systems, 15(3), pp. 1098-1104 (2000).
13. Conejo, A. J., Contreras, J., Arroyo, J. M. and de la Torre, S. "Optimal response of an oligopolistic generating company to a competitive pool-based electric power market", IEEE Transactions on Power Systems, 17(2), pp. 424-430 (2002).
14. Conejo, A. J., Contreras, J. and Villamor, F. A. "Self-scheduling of a hydro producer in a pool-based electricity market", IEEE Transactions on Power Systems, 17(4), pp. 1265-1272 (2002).
15. Gonzalez, J. G. and Castro, G. A. "Short-term scheduling with cascaded and head-dependent reservoirs based on mixed, integer linear programming", IEEE Power Tech'01 Conference, Porto, Portugal, September (2001).
16. Wang, C. and Shahidehpour, M. "Ramp-rate limits in unit commitment and economic dispatch incorporating rotor fatigue effect", IEEE Transactions on Power Systems, 9(3), pp. 1539-1545 (1994).
17. Yan, H., Luh, P. B., Guan, X. and Rogan, P. M. "Scheduling of hydrothermal power systems", IEEE Transactions on Power Systems, 8(3), pp. 1358-1365 (1993).
18. Daneshi, H., Choobbari, A. L., Shahidehpour, M. and Li, Z. "Mixed integer programming method to solve security constrained unit commitment with restricted operating zone limits", IEEE Int. Conference on Electro/Information Technology EIT, pp. 187-192 (May 2008).
19. Fu, Y. and Shahidehpour, M. "Fast SCUC for largescale power systems", IEEE Transactions on Power Systems, 22(4), pp. 2144-2151 (2007).
20. Orero, S. O. and Irving, M. R. "Economic dispatch of generators with prohibited operating zones: A genetic algorithm approach", Proc. Inst. Elect. Eng., Gen., Transm., Distrib., 143(6), pp. 529-534 (1996).
21. Bradley, S. P., Hax, A. C. and Magnanti, T. L., Applied Mathematical Programming, Addison Wesley Publishing Company, Reading, Massachusetts (1977).
22. Victoire, T., Jeyakumar, A. "Hybrid PSO-SQP for dynamic economic dispatch with valve-point effect", Electr Power Syst Res 2001, 71(1), pp. 51-9 (2004).
23. Walters, D. C. and Sheble, G. B. "Genetic algorithm solution of economic dispatch with valve point loading", IEEE Transactions on Power Systems, 8(3), pp. 1325-1332 (1993).
24. Selvakumar, A. I. and Thanushkodi, K. "A new particle swarm optimization solution to non-convex economic dispatch problems", IEEE Transactions on Power Systems, 22(1), pp. 42-51 (2007).
25. Amjady, N. and Rad, H. N. "Non-convex economic dispatch with AC constraints by a new real coded genetic algorithm", IEEE Transactions on Power Systems, 24(3), pp. 1489-1502 (2009).
26. Li, T. and Shahidehpour, M. "Dynamic ramping in unit commitment", IEEE Transactions on Power Systems, 22(3), pp. 1379-1381 (2007).
27. Arroyo, J. M. and Conejo, A. J. "Optimal response of a thermal unit to an electricity spot market", IEEE Transactions on Power Systems, 15(3), pp. 1098-1104 (2000).
28. Li, T. and Shahidehpour, M. "Price-based unit commitment: a case of Lagrangian relaxation versus mixed integer programming", IEEE Transactions on Power Systems, 20(4), pp. 2015-2025 (2005).
29. Li, Z. and Shahidehpour, M. "Security-constrained unit commitment for simultaneous clearing of energy and ancillary services markets", IEEE Transactions on Power Systems, 20(2), pp. 1079-1088 (2005).
30. Bisanovic, S., Hajro, M. and Dlakic, M. "Hydrothermal self-scheduling problem in a day-ahead electricity market", Electric Power System Research, 78(9), pp. 1579-1596 (2008).
31. Wu, L., Shahidehpour, M. and Li, T. "Stochastic security-constrained unit commitment", IEEE Transactions on Power Systems, 22(2), pp. 800-811 (2007).
32. Li, T. and Shahidehpour, M. "Risk-constrained generation asset arbitrage in power systems", IEEE Transactions on Power Systems, 22(3), pp. 1330-1339 (2007).
33. Ahmadi, A., Aghaei, J., Shayanfar, H. A. and Rabiee, A. "Mixed integer programming of multi objective hydro-thermal self scheduling", Applied Soft Computing, 12, pp. 2137-2146 (2012).
34. Parvania, M. and Fotuhi-Firuzabad, M. "Demand response scheduling by stochastic SCUC", IEEE Transactions on Smart Grid, 1(1), pp. 89-98 (2010).
35. [Online]. Available: http://motor.ece.iit.edu/data/SCUC-118test.xls
36. [Online]. Available: http://motor.ece.iit.edu/data/118-nonsmooth.xls
37. Brooke, A., Kendrick, D. and Meeraus, A., GAMS: A User's Guide. Redwood City, CA: The Scientific Press, 1990. [Online]. Available: http://www.gams.com/docs/document.htm.