Genetic algorithms based economic dispatch with application to coordination of Nigerian thermal power plants

2005 IEEE Power Engineering Society General Meeting

Volumn 1, Issue , 2005, Pages 551-556

  Bakare, G A ^a,b   Aliyu, U O ^a,b,d   Venayagamoorthy, G K ^{a,c,e,f,g,h,i}   Shu'aibu, Y K ^b  

^a IEEE   (Nigeria)

^b ABUBAKAR TAFAWA BALEWA UNIVERSITY   (Nigeria)

^c MISSOURI UNIVERSITY OF SCIENCE AND TECHNOLOGY   (United States)

^d Abubakar Tafawa Balewa University ^*

^e Architectural and Environmental Engineering   (United States)

^f Real Time Power and Intelligent Systems Laboratory   (United States)

^g South African Institute of Electrical Engineers   (South Africa)

^h International Neural Network Society (INNS)

ⁱ AMERICAN SOCIETY FOR ENGINEERING EDUCATION   (United States)

Author keywords

Economic dispatch; Genetic algorithm; Microgenetic algorithm; Optimization and loss formula

Indexed keywords

ECONOMIC DISPATCH; GLOBAL SEARCH TECHNIQUE; NATURAL BIOLOGICAL SYSTEM; POWER FLOW STUDIES;

COMPUTER SIMULATION; GENETIC ALGORITHMS; INDUSTRIAL ECONOMICS; ONLINE SEARCHING; OPTIMAL CONTROL SYSTEMS; PROBLEM SOLVING;

ELECTRIC POWER PLANTS;

EID: 27144505814     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. B. H. Chowdhury and S. Rahman, "A review of Recent Advances in Economic Dispatch", IEEE Transactions on Power Systems, November 1990, vol.5, no. 4, pp. 1248-1259.
2. T. Yalcinoz and M. J. Short, "Large-scale economic dispatch using an improved Hopfield neural network", IEE Proceedings on Power Generation, Transmission and Distribution, 1997, vol. 144. no. 2 pp. 181-185.
3. D. C. Walters and G. B. Sheble, "Genetic Algorithm Solution of Economic Dispatch with Valve Point Loading". IEEE Transaction on Power Systems, 1993, vol. 8, no. 3, pp. 1325-1332.
4. V. Miranda, D. Srinivasan and L. Proenca, Evolutionary Computation in Power Systems, Electrical Power and Energy Systems, vol. 20, no. 2, 1998, pp. 89-98.
5. D. E. Goldberg, Genetic Algorithms in Search, Optimization and Machine Learning, Addison-Wesley, 1989.
6. K. Krishnakumar, "Micro Genetic Algorithms for Stationary and Nonstationary Function Optimization", SPIE Intelligent Control and Adaptive System, vol. 1196, 1989, pp. 289-296.
7. D. Carroll, "Genetic Algorithms and Optimizing Chemical Oxygen-iodine Lasers", Developments in Theoretical and Applied Mechanics, vol. 18, 1986, pp. 411-424.
8. G. A. Bakare, Removal of overloads and Voltage problems in Electric Power Systems using Genetic Algorithm/Expert System Approaches, Shaker Verlag, Aachen Germany, 2001.
9. D. L. Carroll, Genetic Algorithm Driver (FORTRAN Version). CU Aerospace., 2001.
10. A. J. Wood and B. F Wollenberg Power Generation, Operation and Control, John Wiley and Sons, New York, 1996.
11. Y. S. Haruna, Comparison of Economic Load Dispatch Using Genetic Algorithm and Other Optimization Methods, M. Eng. Degree Thesis, A. T. B. University, Bauchi, Nigeria, 2003.
12. T. S. G. Wudil. Development of Loss Formula For NEPA Transmission Network, M. Eng. Degree Thesis, A. T. B. University, Bauchi, Nigeria, 2004.