Darjat, A. Triwiyatno, Ajub Ajulian Zahra, Femmy Nur Azizah
{"title":"基于升压拓扑转换器的萤火虫算法在部分遮阳条件下实现太阳能电池板静态最大功率","authors":"Darjat, A. Triwiyatno, Ajub Ajulian Zahra, Femmy Nur Azizah","doi":"10.51505/ijaemr.2022.7602","DOIUrl":null,"url":null,"abstract":"Indonesia has a large potential for new and renewable energy, one of which is solar energy. Solar energy can be converted into electrical energy using solar panels. The output power of a photovoltaic (PV) system is primarily affected by ambient temperature, solar irradiation, and the angle of incidence of the sun. Differences in the level of solar irradiation received by PV modules can be caused by cloudy weather, trees, buildings, and other objects that can cover the surface of the solar panels. When a PV module is partially shaded, the power output of the module becomes imbalanced. Unbalanced output power can cause multiple peaks on the PV characteristic curve, reducing overall output power. To obtain global-peak, a method for maximizing solar panel output power and an algorithm are required. The method is MPPT (Maximum Power Point Tracking). The goal of this research is to determine the maximum power point of PV in the condition of a partially shaded PV module and to design a boost converter. In this study, the MPPT control method with the Firefly algorithm is used to analyze solar panel output power in partially shaded conditions in order to avoid being trapped in the local peak. At 950 W/m2 irradiation and 35°C temperature, the maximum power output generated by the MPPT system on a 200 WP solar panel with the value of 56 Ω and 100 Ω loads is 82.85 W and 82.99 W. In partial shaded conditions on the solar panel by 25% at a temperature of 35ᴼC, the maximum power output generated by MPPT is 40.98 W and 40.82 W. In partial shaded conditions on the solar panel by 50% at a temperature of 35ᴼC, the maximum power output generated by MPPT is 38.81 W and 38.95 W. Partial shading conditions affect the maximum power point gain. The maximum output power of the panel will decrease as the panel surface is partially shaded.","PeriodicalId":354718,"journal":{"name":"International Journal of Advanced Engineering and Management Research","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Implementation of Solar Panel Static Mppt on Partial Shading Conditions Based on the Boost Topology Converter with Firefly Algorithm\",\"authors\":\"Darjat, A. Triwiyatno, Ajub Ajulian Zahra, Femmy Nur Azizah\",\"doi\":\"10.51505/ijaemr.2022.7602\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Indonesia has a large potential for new and renewable energy, one of which is solar energy. Solar energy can be converted into electrical energy using solar panels. The output power of a photovoltaic (PV) system is primarily affected by ambient temperature, solar irradiation, and the angle of incidence of the sun. Differences in the level of solar irradiation received by PV modules can be caused by cloudy weather, trees, buildings, and other objects that can cover the surface of the solar panels. When a PV module is partially shaded, the power output of the module becomes imbalanced. Unbalanced output power can cause multiple peaks on the PV characteristic curve, reducing overall output power. To obtain global-peak, a method for maximizing solar panel output power and an algorithm are required. The method is MPPT (Maximum Power Point Tracking). The goal of this research is to determine the maximum power point of PV in the condition of a partially shaded PV module and to design a boost converter. In this study, the MPPT control method with the Firefly algorithm is used to analyze solar panel output power in partially shaded conditions in order to avoid being trapped in the local peak. At 950 W/m2 irradiation and 35°C temperature, the maximum power output generated by the MPPT system on a 200 WP solar panel with the value of 56 Ω and 100 Ω loads is 82.85 W and 82.99 W. In partial shaded conditions on the solar panel by 25% at a temperature of 35ᴼC, the maximum power output generated by MPPT is 40.98 W and 40.82 W. In partial shaded conditions on the solar panel by 50% at a temperature of 35ᴼC, the maximum power output generated by MPPT is 38.81 W and 38.95 W. Partial shading conditions affect the maximum power point gain. The maximum output power of the panel will decrease as the panel surface is partially shaded.\",\"PeriodicalId\":354718,\"journal\":{\"name\":\"International Journal of Advanced Engineering and Management Research\",\"volume\":\"4 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Advanced Engineering and Management Research\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.51505/ijaemr.2022.7602\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Advanced Engineering and Management Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.51505/ijaemr.2022.7602","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
印尼在新能源和可再生能源方面有很大的潜力,其中之一就是太阳能。利用太阳能板可以将太阳能转化为电能。光伏(PV)系统的输出功率主要受环境温度、太阳照射和太阳入射角的影响。由于多云的天气、树木、建筑物和其他可以覆盖太阳能电池板表面的物体,光伏组件接收到的太阳辐照水平的差异可能会造成。当组件部分被遮挡时,会导致组件输出功率不平衡。输出功率不平衡会导致PV特性曲线出现多个峰值,降低整体输出功率。为了获得全局峰值,需要一种最大化太阳能板输出功率的方法和算法。方法为MPPT (Maximum Power Point Tracking)。本研究的目的是确定部分遮光光伏组件条件下PV的最大功率点,并设计升压变换器。本研究采用萤火虫算法的MPPT控制方法,对部分遮荫条件下的太阳能电池板输出功率进行分析,避免被困在局部峰值。当辐照量为950 W/m2,温度为35℃时,负载为56 Ω和100 Ω的200 WP太阳能电池板上MPPT系统的最大功率分别为82.85 W和82.99 W。在太阳能板部分遮光25%、温度为35ᴼ℃的条件下,MPPT的最大输出功率分别为40.98 W和40.82 W。在温度为35ᴼ℃、太阳能板部分遮光50%的条件下,MPPT的最大输出功率分别为38.81 W和38.95 W。部分遮光条件影响最大功率点增益。面板的最大输出功率会随着面板表面部分遮挡而减小。
Implementation of Solar Panel Static Mppt on Partial Shading Conditions Based on the Boost Topology Converter with Firefly Algorithm
Indonesia has a large potential for new and renewable energy, one of which is solar energy. Solar energy can be converted into electrical energy using solar panels. The output power of a photovoltaic (PV) system is primarily affected by ambient temperature, solar irradiation, and the angle of incidence of the sun. Differences in the level of solar irradiation received by PV modules can be caused by cloudy weather, trees, buildings, and other objects that can cover the surface of the solar panels. When a PV module is partially shaded, the power output of the module becomes imbalanced. Unbalanced output power can cause multiple peaks on the PV characteristic curve, reducing overall output power. To obtain global-peak, a method for maximizing solar panel output power and an algorithm are required. The method is MPPT (Maximum Power Point Tracking). The goal of this research is to determine the maximum power point of PV in the condition of a partially shaded PV module and to design a boost converter. In this study, the MPPT control method with the Firefly algorithm is used to analyze solar panel output power in partially shaded conditions in order to avoid being trapped in the local peak. At 950 W/m2 irradiation and 35°C temperature, the maximum power output generated by the MPPT system on a 200 WP solar panel with the value of 56 Ω and 100 Ω loads is 82.85 W and 82.99 W. In partial shaded conditions on the solar panel by 25% at a temperature of 35ᴼC, the maximum power output generated by MPPT is 40.98 W and 40.82 W. In partial shaded conditions on the solar panel by 50% at a temperature of 35ᴼC, the maximum power output generated by MPPT is 38.81 W and 38.95 W. Partial shading conditions affect the maximum power point gain. The maximum output power of the panel will decrease as the panel surface is partially shaded.