Integration of parallel EPSO and variable TS for unit commitment with nonsmooth fuel cost functions

2009 15th International Conference on Intelligent System Applications to Power Systems, ISAP '09

Volumn , Issue , 2009, Pages

  Mori, Hiroyuki ^a   Okawa, Kenta ^a  

^a MEIJI UNIVERSITY   (Japan)

Author keywords

EPSO; Global optimization; Hybrid meta heuristics; Nonlinear mixed integer problem; Nonsmooth fuel cost function; TS; Unit commitment

Indexed keywords

COMBINATORIAL OPTIMIZATION PROBLEMS; COMPETITIVE ENVIRONMENT; COMPUTATIONAL TIME; CONTINUOUS VARIABLES; GENERATION COMPANIES; HYBRID METAHEURISTICS; ISLAND MODEL; LAYER 1; LAYER 2; META-HEURISTIC METHODS; NON-SMOOTH FUEL COST FUNCTIONS; NONLINEAR MIXED-INTEGER PROBLEM; OPTIMIZATION PROBLEMS; PARALLEL SCHEME; PRIORITY LIST; PROBLEM FORMULATION; SAMPLE SYSTEM; SOLUTION QUALITY; STEAM TURBINE GENERATOR; TWO LAYERS; UNIT COMMITMENT PROBLEM; UNIT COMMITMENTS; VARIABLE NEIGHBORHOOD SEARCH;

COMBINATORIAL OPTIMIZATION; COST FUNCTIONS; COSTS; ELECTRIC GENERATORS; ELECTRIC POWER GENERATION; FUELS; GLOBAL OPTIMIZATION; INTELLIGENT SYSTEMS; MARINE ENGINES; PARTICLE SWARM OPTIMIZATION (PSO); TABU SEARCH; TURBINES; ULTRASONICS;

HEURISTIC METHODS;

EID: 76549125418     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISAP.2009.5352838     Document Type: Conference Paper

References (15)

1. H. Mori and O. Matsuzaki, "Embedding the Priority List into Tabu Search for Unit Commitment," IEEE Power Engineering Society Winter Meeting, 2001, Vol. 3, pp. 1067-1072, Jan./Feb. 2001.
2. F. Glover: "Tabu Search, Part I, "ORSAJ. Computing, Vol. 1, No. 3, pp. 190-206 (1989-summer).
3. V. Miranda and N. Fonseca: "EPSO-Best-of-Two-words Meta-Heuristic Applied to Power System Problem," Proc. of the IEEE Congress on Evolutionary Computation 2002, Vol. 2, pp. 1080-1085, Jun. 2002.
4. J. Wood and B. F. Woolenberg: " Power Generation Operation & Control," John Wiley & Sons, New York, USA, 1989.
5. C. K. Pang, G. B. Sheble and F. Albuyer: "Evaluation of Dynamic Programming Based Methods and Multiple Area Representation for Thermal Unit Commitments," IEEE Trans. on Power App. and Syst., 100, 3, pp.1212-1218, May 1981.
6. H. Mori and Y. Maeda : "Application of Two-Layered Tabu Seach to Optimal Allocation of UPFC for Maximizing Transmission Cap Capability," Proc. of IEEE ISCAS. 2006, pp.1609-1702, May 2006.
7. R. Tanese: "Parallel Genetic Algorithm for a Hypercube," in Proc. 2nd Int. Conf. on Genetic Algorithms, pp. 177-183, 1987.
8. L. dos, S. Coelho and V. C. Mariani: "Combining of Chaotic Differential Evolution and Quadratic Programming for Economic Dispatch Optimization With Valve-Point Effect," IEEE Trans. on Power Syst. Vol. 21, No. 2, pp989-996, May 2006.
9. S. A. Kazarlis, A. G. Bakirtzis and V. Petridis: "A Genetic Algorithm Solution to the Unit Commitment problem," IEEE Trans. Power Syst., Vol. 11, No. 1, pp. 83-92, Feb. 1996.
10. F. Zhuang and F. D. Galiana: "Unit Commitment by Simulated Annealing," IEEE Trans. Power Syst., Vol. 5, No. 1, pp. 311-317, Feb. 1990.
11. P. Sriyanyong and Y. H. Song: "Unit Commitment Using Particle Swarm Optimization Combined with Lagrange relaxation," Proc. of IEEE General Meeting 2005, pp.2752-2759, Jun. 2005.
12. A. Viana, J. P. de Sousa and M. Matos: "Using GRASP to Solve the Unit Commitment Problem," Annals of Operations Research, Vol. 120, No 1-4, pp. 117-132, Apr. 2003.
13. T. A. Feo and M. G. C. Resende: "Greedy Randomized Adaptive Search Procedures," Journal of Global Optimization, No. 6, pp. 109-133, 1995.
14. M. Clerc and J. Kennedy: "The Particle Swarm Optimization: Explosion, Stability, and Convergence in a Multi-Dimensional Complex Space," IEEE Trans. Evolutionary Computation Vol. 6, No. 1, pp. 58-73 2002.
15. N. Mladenovic, P. Hansen: "Variable Neighborhood Search," Computer and Operations Research, pp. 1097-1100, 1997.