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Metaheuristic searching genetic algorithm based reliability assessment of hybrid power generation system
Published 2020“…The usefulness of the proposed algorithm was tested using Reliability Test System ‘IEEE-RTS-79’ which include both of wind power and solar power generation. …”
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Optimal location and size estimation of distributed generators by employing grouping particle swarm optimization and grouping genetic algorithm
Published 2017“…These algorithms are used to obtain the optimal size of distributed generators units to be installed at optimal locations, which are obtained using loss sensitivity factor. …”
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Optimal Location And Sizing Of Distrubuted Generator Using PSO And GA Algorithms In Power Systems
Published 2019“…In fact, there are several algorithms used for optimizing the size and finding the best location to install DG units in the power system. …”
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Solving economic load dispatch problem using genetic algorithm method / Norliza Kamarulzaman
Published 2009“…In this study, Genetic Algorithm method is used to overcome this problem. …”
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An algorithm for active power economic dispatch / Zulfahmi Abd Manaf
Published 2011“…In this research, detailed increment transmission losses are introduced in the classical Economic Dispatch algorithm to minimize the fuel cost. The transmission losses, generator limit, and power balance constraint are included in this algorithm research. …”
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Optimal allocation of thermal generating units through shuffled frog leaping algorithm / Amirul Hakim Mohd Jamil
Published 2016“…The proposed algorithm is developed using MATLAB programming.…”
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Genetic algorithm based for unit commitment in power systems / Zairul Nizam Sahar
Published 2000“…This project report presents a genetic algorithm approach for determining the priority order in the commitment of thermal units in power generation. …”
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Optimal power flow incorporating stochastic wind and solar generation by metaheuristic optimizers
Published 2021“…To assess the performance of these selected metaheuristic algorithms on OPF, a modified IEEE 30-bus system that incorporate the stochastic wind and solar power generators will be used. …”
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Application of Shuffled Frog Leaping Algorithm (SFLA) to long term generation expansion planning / Nurul Ulya Ibrahim
Published 2016“…The proposed SFLA in this study is developed using Matlab programming. This method is tested for 15 existing power plant and five generation candidates within 10 years of planning. …”
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Simulated annealing for solving economic dispatch problem / Wan Khairulizuan Wan Ismail
Published 2010“…SA algorithm used in this study was implemented by using MATLAB 7.8.0 (R2009a). …”
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An application of improved salp swarm algorithm for optimal power flow solution considering stochastic solar power generation
Published 2023“…This paper describes the use of an improved version of the Salp Swarm Algorithm, known as iSSA, to address Optimal Power Flow (OPF) issues in power system management. …”
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Differential evolution optimization algorithm based on generation systems reliability assessment integrated with wind energy
Published 2019“…The effectiveness of the suggested algorithm to assess the reliability and adequacy of power generation systems with WECS was demonstrated. …”
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Forecasting solar power generation using evolutionary mating algorithm-deep neural networks
Published 2024“…This paper proposes an integration of recent metaheuristic algorithm namely Evolutionary Mating Algorithm (EMA) in optimizing the weights and biases of deep neural networks (DNN) for forecasting the solar power generation. …”
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A data driven approach to wind plant control using moth-flame optimization (MFO) algorithm
Published 2019“…Therefore, it is necessary to re-tune the controller of each turbine in the wind plant such that the total power generation is improved. This article presents an investigation of a data driven approach using moth-flame optimization algorithm (MFO) to the problem of improving wind plants power generation. …”
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An improved firefly algorithm for optimal microgrid operation with renewable energy
Published 2017“…The IFA has been used for optimizing the cost of power generation in microgrid system where daily power balance constraints and generation limits are considered. …”
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