Optimizing  Long-Term Coordinated Operation of Hydro-Thermal Power Systems using  Noisy GA &  NSGA-II

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Abdolhoseini Roozbahani, Mohammad Ali | 2009

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Type of Document: M.Sc. Thesis
Language: Farsi
Document No: 39332 (09)
University: Sharif University of Technology
Department: Civil Engineering
Advisor(s): Ardakanian, Reza
Abstract:
Long-term coordinated operation of hydro-thermal power systems has important rule in energy generation planning and management. Therefore a new approach for optimization and long-term planning of hydro-thermal power system is developed. In this research main parameters of the system like inflows and energy are considered as uncertain and so scenario optimization technique is applied. The advantage of this research compare to similar approaches is about applying two objective functions which minimize cost of energy generation and flood control.The Noisy GA and NSGA-II algorithms are used to run the model solving the khouzistan hydro-thermal power system in Iran.The results of this model is compared with the HTCOM-III method for the same case study
Keywords:
Hydro-Thermal Power Plant ; Nonlinear Programming ; Genetic Algorithm ; Optimization ; Noise Genetic Algorithm