{"title":"Implementation of Harris Hawk Optimizer for detection of Fault in PV module","authors":"Parveen Kumar, Manish Kumar, A.K. Bansal","doi":"10.1109/SSTEPS57475.2022.00027","DOIUrl":null,"url":null,"abstract":"Uncleared electric faults in photovoltaic (PV) arrays can lead to quality degradation, power outages, and fire dangers, among other things. This paper proposed Harris Hawk Optimization (HHO) method for detecting the faults in the solar panel with less number of generations. Moreover, the designed HHO technique is faster fault detection process as compared to other existing methods such as Fast Fourier Transform (FFT), and Convolutional Neural Network (CNN).","PeriodicalId":289933,"journal":{"name":"2022 International Conference on Smart and Sustainable Technologies in Energy and Power Sectors (SSTEPS)","volume":"108 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 International Conference on Smart and Sustainable Technologies in Energy and Power Sectors (SSTEPS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SSTEPS57475.2022.00027","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
Uncleared electric faults in photovoltaic (PV) arrays can lead to quality degradation, power outages, and fire dangers, among other things. This paper proposed Harris Hawk Optimization (HHO) method for detecting the faults in the solar panel with less number of generations. Moreover, the designed HHO technique is faster fault detection process as compared to other existing methods such as Fast Fourier Transform (FFT), and Convolutional Neural Network (CNN).