{"title":"A Neural Network Based Hybrid Energy Storage System Connected to a DC Standalone PV System","authors":"Pallavi Mohan R, R. Sreelekshmi, M. Nair","doi":"10.1109/PECCON55017.2022.9851153","DOIUrl":null,"url":null,"abstract":"Solar power generation is regarded as the propitious generation method that is used in microgrids. Intermittent nature is one of the major obstruction in the PV system. Battery energy storage systems (BESS) can be used for mitigating this issue. But battery lifespan will be adversely affected due to intermittency of PV. By contemplating this, a hybrid combination of Supercapacitor (SC) and Lithium ion battery with its high energy and power density respectively along with Artificial Neural Network (ANN) is introduced here to surmount the limitations of available storage systems. Simulation is implemented in MATLAB/Simulink.","PeriodicalId":129147,"journal":{"name":"2022 International Virtual Conference on Power Engineering Computing and Control: Developments in Electric Vehicles and Energy Sector for Sustainable Future (PECCON)","volume":"06 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 International Virtual Conference on Power Engineering Computing and Control: Developments in Electric Vehicles and Energy Sector for Sustainable Future (PECCON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PECCON55017.2022.9851153","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Solar power generation is regarded as the propitious generation method that is used in microgrids. Intermittent nature is one of the major obstruction in the PV system. Battery energy storage systems (BESS) can be used for mitigating this issue. But battery lifespan will be adversely affected due to intermittency of PV. By contemplating this, a hybrid combination of Supercapacitor (SC) and Lithium ion battery with its high energy and power density respectively along with Artificial Neural Network (ANN) is introduced here to surmount the limitations of available storage systems. Simulation is implemented in MATLAB/Simulink.
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