{"title":"均匀和非均匀遮阳下PV MPPT的四种仿生优化技术","authors":"Hassan S. Ahmed, Ahmed Jabbar Abid, A. Obed","doi":"10.1109/ICPEA56918.2023.10093225","DOIUrl":null,"url":null,"abstract":"Photovoltaic (PV) is one of the renewable sources that increased application because have no mechanical part. The surrounding conditions (irradiance, temperature) affect the output power from PV. Moreover, partial shading between panels affects the P-V curve which reduces the output power generated from PV. Several maximum power point tracking algorithms are utilized for each maximum of power from PV. This study compares the conventional P&O approach with four meta-heuristic algorithms PSO, GWO, CS, and HHO in terms of maximum power, efficiency, rising time, and settling time under uniform and non-uniform irradiation. Techniques are simulated in MATLAB/SIMULINK in three cases: in case1) uniform irradiation, In case 2) non-uniform irradiation with a step change in irradiance for every second with constant temperature, and In case 3) non-uniform irradiation with a change in irradiance and temperature every second. The results show in case1 with the best efficiency in uniform irradiance the PSO is the best in the high irradiance and the GWO in medium and CS is the best in low irradiance. in non-uniform irradiance the best efficiency in case2 is PSO and case 3 is HHO.","PeriodicalId":297829,"journal":{"name":"2023 IEEE 3rd International Conference in Power Engineering Applications (ICPEA)","volume":"81 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Four Bioinspired Optimization Techniques in PV MPPT under Uniform and Non-Uniform Shading\",\"authors\":\"Hassan S. Ahmed, Ahmed Jabbar Abid, A. Obed\",\"doi\":\"10.1109/ICPEA56918.2023.10093225\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Photovoltaic (PV) is one of the renewable sources that increased application because have no mechanical part. The surrounding conditions (irradiance, temperature) affect the output power from PV. Moreover, partial shading between panels affects the P-V curve which reduces the output power generated from PV. Several maximum power point tracking algorithms are utilized for each maximum of power from PV. This study compares the conventional P&O approach with four meta-heuristic algorithms PSO, GWO, CS, and HHO in terms of maximum power, efficiency, rising time, and settling time under uniform and non-uniform irradiation. Techniques are simulated in MATLAB/SIMULINK in three cases: in case1) uniform irradiation, In case 2) non-uniform irradiation with a step change in irradiance for every second with constant temperature, and In case 3) non-uniform irradiation with a change in irradiance and temperature every second. The results show in case1 with the best efficiency in uniform irradiance the PSO is the best in the high irradiance and the GWO in medium and CS is the best in low irradiance. in non-uniform irradiance the best efficiency in case2 is PSO and case 3 is HHO.\",\"PeriodicalId\":297829,\"journal\":{\"name\":\"2023 IEEE 3rd International Conference in Power Engineering Applications (ICPEA)\",\"volume\":\"81 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-03-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 IEEE 3rd International Conference in Power Engineering Applications (ICPEA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICPEA56918.2023.10093225\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 IEEE 3rd International Conference in Power Engineering Applications (ICPEA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICPEA56918.2023.10093225","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Four Bioinspired Optimization Techniques in PV MPPT under Uniform and Non-Uniform Shading
Photovoltaic (PV) is one of the renewable sources that increased application because have no mechanical part. The surrounding conditions (irradiance, temperature) affect the output power from PV. Moreover, partial shading between panels affects the P-V curve which reduces the output power generated from PV. Several maximum power point tracking algorithms are utilized for each maximum of power from PV. This study compares the conventional P&O approach with four meta-heuristic algorithms PSO, GWO, CS, and HHO in terms of maximum power, efficiency, rising time, and settling time under uniform and non-uniform irradiation. Techniques are simulated in MATLAB/SIMULINK in three cases: in case1) uniform irradiation, In case 2) non-uniform irradiation with a step change in irradiance for every second with constant temperature, and In case 3) non-uniform irradiation with a change in irradiance and temperature every second. The results show in case1 with the best efficiency in uniform irradiance the PSO is the best in the high irradiance and the GWO in medium and CS is the best in low irradiance. in non-uniform irradiance the best efficiency in case2 is PSO and case 3 is HHO.