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Optimal sizing of the energy storage system through cost minimization in a microgrid using demand response techniques

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dc.contributor.advisor Arachchige, LNW
dc.contributor.author Ariyarathne, RMAS
dc.date.accessioned 2023T08:59:33Z
dc.date.available 2023T08:59:33Z
dc.date.issued 2023
dc.identifier.citation Ariyarathne, R.M.A.S. (2023). Optimal sizing of the energy storage system through cost minimization in a microgrid using demand response techniques [Master's theses, University of Moratuwa]. Institutional Repository University of Moratuwa. http://dl.lib.uom.lk/handle/123/23319
dc.identifier.uri http://dl.lib.uom.lk/handle/123/23319
dc.description.abstract Employment of Energy Storage Systems (ESS) in microgrids has become important as it enhances the overall performance of microgrids. With the improvement in the technologies associated with power system optimization, developing an exact model to identify the optimal size of ESS, which brings the maximum benefits to the microgrid with the least cost has become a major research area. In this research, the optimization of ESS in a selected microgrid is carried out under the implementation of a Demand Response (DR) program. The main aim of this research is to determine the optimal size of ESS that minimizes the investment cost and maintenance cost of ESS, together with the operating cost within microgrid. Due to the uncertain nature of the load and PV generation, a stochastic model was employed to predict those parameters accurately. Dynamic Programming (DP) is used to model the optimization problem in GAMS optimization software. Two cases were studied to evaluate the effectiveness of the proposed methodology, and the results highlight that the implementation of Demand Response Program leads to a curtailment in the size of Energy Storage System and a reasonable reduction in the total cost in the microgrid. en_US
dc.language.iso en en_US
dc.subject ENERGY STORAGE SYSTEM | MICROGRID
dc.subject COST MINIMIZATION
dc.subject DEMAND RESPONSE TECHNIQUES
dc.subject ELECTRICAL ENGINEERING- Dissertation
dc.subject MSc in Electrical Engineering
dc.title Optimal sizing of the energy storage system through cost minimization in a microgrid using demand response techniques en_US
dc.type Thesis-Abstract en_US
dc.identifier.faculty Engineering en_US
dc.identifier.degree MSc in Electrical Engineering en_US
dc.identifier.department Department of Electrical Engineering en_US
dc.date.accept 2023
dc.identifier.accno TH5228 en_US


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