基于差分进化算法的黑暗条件下太阳能组件内阻辨识

L. D. Murillo-Soto, Geovanni Figueroa-Mata, Carlos Meza
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引用次数: 4

摘要

太阳能电站维护运行的主要问题之一是太阳能电池板故障的早期识别。太阳能电池板的一些故障反映了其内阻的变化。这项工作提出并验证了一种差分进化算法,该算法能够识别在黑暗条件下光伏(PV)模块内阻的变化。该算法可以在夜间对光伏组件进行自动化测试,此时的识别操作不会影响光伏装置的发电量。
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Identification of the Internal Resistance in Solar Modules Under Dark Conditions Using Differential Evolution Algorithm
One of the main concern of the maintenance operation in solar plants is the early identification of faults in solar panels. Several faults in solar panels reflects on the variation of its internal resistance. This work presents and validates a differential evolution algorithm that is capable of identifying the changes on the internal resistance of photo-voltaic (PV) modules under dark conditions. Such algorithm enables the automated test of PV modules during the night, when the identification operations do not affect the PV installation energy generation.
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