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Grey wolf optimization to hybrid renewable energy system located in western Ghats region - A case study [articol]

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dc.contributor.author Venkatakrishnan, G.R.
dc.contributor.author Rengaraj, R.
dc.date.accessioned 2025-02-20T11:57:00Z
dc.date.available 2025-02-20T11:57:00Z
dc.date.issued 2018
dc.identifier.citation Venkatakrishnan,G.R.; Rengaraj,R.: Grey wolf optimization to hybrid renewable energy system located in western Ghats region - A case study. Timişoara: Editura Politehnica, 2018. en_US
dc.identifier.issn 1582-4594
dc.identifier.uri https://dspace.upt.ro/xmlui/handle/123456789/7247
dc.description.abstract Economical, efficient and reliable hybrid renewable energy system (HRES) provides a clean and distributed energy when compared to individual renewable energy system. In the present scenario, importance of HRES is getting increased as it adapts to the climatic changes. In this paper, the considered HRES comprises of solar PV, wind and micro-hydro along with diesel generator and battery banks to serve the demand. Minimization of total cost and total dumped power are the objective functions considered for this problem. In addition, the geographical constraints is also considered in this paper to minimize the total cost of the system. Grey Wolf Algorithm (GWO) is arguably one of the simple, efficient and most powerful stochastic real-parameter optimization algorithm which operates through simple computational steps. The optimal combination of HRES problem for different objective function are determined using GWO. As a case study, a realistic data which has been used in this paper to find the acceptable combinations belong to a typical farming village of Western Ghats in Kerala, India. The simulation results of the considered problem shows that the GWO algorithm is able to provide better solution quality in terms of cost, convergence and robustness for the considered HRES problem. en_US
dc.language.iso en en_US
dc.publisher Timișoara : Editura Politehnica en_US
dc.relation.ispartofseries Journal of Electrical Engineering;Vol 18 No 3
dc.subject Hybrid Renewable Energy System en_US
dc.subject HRES en_US
dc.subject Grey Wolf Algorithm en_US
dc.subject GWO en_US
dc.subject Solar PV en_US
dc.subject Wind en_US
dc.subject Micro-hydro en_US
dc.subject Kerala en_US
dc.title Grey wolf optimization to hybrid renewable energy system located in western Ghats region - A case study [articol] en_US
dc.type Article en_US


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