{"title":"MPPT Controller for Efficiency Enhancement of Solar Power Plant Using Neural Network","authors":"Shubham Soni, R. Bindal, M. S. Manna","doi":"10.1109/WCONF58270.2023.10235090","DOIUrl":null,"url":null,"abstract":"Electrical generation from Photovoltaic voltaic power plants plays a very important role to full fill the demand of electricity. P&O (Perturb and Observe), Incremental Conductance (InC) a well-known technology employing simply photovoltaic current monitoring are the three maximum power tracking strategies that are the subject of this paper extensive comparative analysis. The drawback of the 2 investigated methods—P&O in steady state, the operating point oscillates around the maximum power point due to incremental conductance, leading to a loss of the power that can be produced by the output panel. According to the simulation findings, the suggested Incremental Conductance with a Neural network (Hybrid model) can monitor the maximum power more quickly and steadily than the other techniques.","PeriodicalId":202864,"journal":{"name":"2023 World Conference on Communication & Computing (WCONF)","volume":"111 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 World Conference on Communication & Computing (WCONF)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WCONF58270.2023.10235090","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
Electrical generation from Photovoltaic voltaic power plants plays a very important role to full fill the demand of electricity. P&O (Perturb and Observe), Incremental Conductance (InC) a well-known technology employing simply photovoltaic current monitoring are the three maximum power tracking strategies that are the subject of this paper extensive comparative analysis. The drawback of the 2 investigated methods—P&O in steady state, the operating point oscillates around the maximum power point due to incremental conductance, leading to a loss of the power that can be produced by the output panel. According to the simulation findings, the suggested Incremental Conductance with a Neural network (Hybrid model) can monitor the maximum power more quickly and steadily than the other techniques.