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Issue title: Special Section: Intelligent tools and techniques for signals, machines and automation
Guest editors: Smriti Srivastava, Hasmat Malik and Rajneesh Sharma
Article type: Research Article
Authors: Sharma, Naveen Kumara; * | Banshwar, Anujb | Sharma, Bharat Bhushanb | Sood, Yog Rajc | Shrivastava, Rajnishd
Affiliations: [a] EE Department, Indra Kumar Gujral PTU, Batala, Punjab, India | [b] EEE Department, N.I.E.T. G. Noida, UP, India | [c] EE Department, N.I.T. Hamirpur, HP, India | [d] Director, Mahindra Ecole Centrale, CoE, Telangana, India
Correspondence: [*] Corresponding author. Naveen Kumar Sharma, EE Department, Indra Kumar Gujral PTU, Batala, Punjab, India. E-mail: [email protected].
Abstract: Due to the liberalization of the electricity market, the traditional concepts and practices of the electrical systems have resulted in the introduction of Competitive Electricity Market (CEM). The recognition of CEM provides special consideration for the development of Renewable Energy (RE) throughout the world. The paper presents a mixed Genetic Algorithm (GA) and Optimal Power Flow (OPF) based model for determination of the optimal location and rating of Wind Power Generation (WPG). The optimization algorithm has been formulated and solved while considering the procurement cost minimization for obtaining the required energy by optimally locating the WPG in the system. The proposed mixed GA-OPF approach has been successfully applied to the modified IEEE 30-bus test system. The proposed algorithm also resulted in the prioritized list of optimal locations of WPG in the system.
Keywords: Competitive electricity market, wind power generation, genetic algorithm, optimal power flow, procurement cost, optimal location
DOI: 10.3233/JIFS-169791
Journal: Journal of Intelligent & Fuzzy Systems, vol. 35, no. 5, pp. 5071-5075, 2018
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