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Warianty tytułu
Algorytm genetyczny wykorzystanych do koordynacji rozsyłu energii z elektrowni wiatrowych i cieplnych
Języki publikacji
Abstrakty
In this paper Genetic Algorithm (GA) is utilized to coordinate the wind and thermal generation dispatch and to minimize the total production cost in the economic dispatch considering wind power generation and valve effect of thermal units. To demonstrate the effectiveness of the proposed approach, the numerical simulation have been performed for two different test systems with and without wind power production. Simulation result shows the effect of wind power generation in reducing total fuel cost.
W artykule przedstawiono wykorzystanie algorytmu genetycznego do koordynacji rozsyłu energii pochodzącej od elektrowni wiatrowych i cieplnych. Przeprowadzono symulację numeryczną dla dwóch różnych systemów w skład których wchodziły lub nie jednostki wiatrowe.
Wydawca
Czasopismo
Rocznik
Tom
Strony
45--48
Opis fizyczny
Bibliogr. 15 poz., tab., wykr.
Twórcy
autor
- J.J. College of Engineering and Technology, Trichy, Tamilnadu, India
autor
- J.J. College of Engineering and Technology, Trichy, Tamilnadu, India
autor
- Pondicherry Engineering College, Pondicherry, India
Bibliografia
- [1] J.H.Talaq, F. El-Hawary and M.E. El-Hawary, ‘A summary of environmental/economic dispatch algorithms’, IEEE Transaction on Power systems, 9(1994), No.3, pp. 1508-1516.
- [2] Chang,T.J., Wu, Y.T.,Hsu, H.Y., Chu, C.R.,Liao, C.M., ‘Assessment of Wind Characteristics and Wind Turbine Characteristics in Taiwan’, Renewable Energy, 28, (2003), pp. 851-871.
- [3] Bakirtzis, A.G., Dokopoulos, P.S., ‘Short Term Generation Scheduling in a Small Autonomous System with Unconventional Energy Sources’, IEEE Transactions on Power Systems, 3(1988), No.3, pp. 1230-1236.
- [4] Merlin, A., and Sandrin, P., ‘A new method for unit commitment at electricite De France’, IEEE Transactions on Power Systems, 102(1983), No.5, pp. 1218–1225.
- [5] Bart C. Ummels, Madeleine Gibescu, Engbert Pelgrum, Wil L Kling, Arno J. Brand, ‘Impacts of Wind Power on Thermal Generation Unit Commitment and Dispatch’, IEEE Transaction on Energy Conversion, 22(2007), No.1, pp. 44-51.
- [6]Doherty, R. and O’Malley, M., ‘A new approach to quantify reserve demand in systems with significant installed wind capacity’, IEEE Trans on Power Systems., 20 (2005), No.2, pp. 587–595.
- [7] Chen, C.L., Lee, T.L. and Jan, R.M., ‘Optimal wind–thermal coordination dispatch in isolated power systems with large integration of wind capacity’, Energy Conversion Management, 47 (2006), No. 18–19, pp. 3456–3472.
- [8] J.Hetzer and D.C.Yu, ‘An economic dispatch model incorporating wing power’,IEEE Trans. on Energy Conversion, 23 (2008), No.2, pp.603 – 611.
- [9] Wood, A.J. and Wollenberg, B.F., Power Generation Operation And Control 2nd edn. (Wiley, New York, 1996)
- [10]Chen, C.L., and Wang, S.C., ‘Branch- and-bound scheduling for thermal generating units’, IEEE Transactions on Energy Conversion, 8 (1993), No.2, pp. 184–189.
- [11]B.H.Chowdhury and S. Rahman, ‘A review of recent advances in economic dispatch’, IEEE Trans. On Power Systems, 5 (1990), No.4, pp.1248-1259.
- [12] Bakirtzis, A.G., and Petridis, V., ‘A genetic algorithm solution to the unit commitment problem’, IEEE Transactions on Power Systems, 11(1996)No.1, pp. 83–92.
- [13] N. Sinha, R. Chakrabarti and P.K. Chattopadhyay. ‘Evolutionary programming techniques for economic load dispatch’, IEEE Transactions on Evolutionary Computation, 7 (2003), No.1,pp.83-94.
- [14] Juste, K.A., Kiat, H., Tanaka, E., and Hasegawa, J., ‘Unit commitment by a tabu-search-based hybrid-optimisation technique’, IEE Proceedings on Generation, Transmission and Distribution, 152(2005), No.4, pp. 563–574.
- [15] ZL Gaing, ‘Particle Swarm Optimization to Solve the Economic Dispatch Considering the Generator Constraints’, IEEE Transactions on Power Systems. 18 (2003), No.3, pp.1187-1195.
Typ dokumentu
Bibliografia
Identyfikator YADDA
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