基于天气参数的太阳能光伏发电可靠性蒙特卡罗模拟研究

Himani Sharma, B. Bora, Shubham Sharma, R. Kumar, R. Jain
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摘要

本文从清晰度指标的角度分析了HIT、非晶硅和多晶硅(m-cSi)技术发电的综合可靠性。对这三种技术的能量进行了回归估计,并报告了实测值与估计值的偏差。研究发现,在冬季,HIT技术模块在阴天和部分阴天条件下在HIT、非晶硅和m- csi技术之间是最可靠的。在夏季,非晶硅技术在晴空条件下可靠性最高,m-cSi在部分多云条件下可靠性最高,HIT技术在阴天条件下可靠性最高。在晴空和部分多云的天气条件下,HIT技术在季风后和秋季均表现出较高的可靠性。通过增加迭代次数减少了估计中的误差。关键字:蒙特卡罗;SPV模块;环境参数;模拟;可靠性 ------------------------------------------------------------------------------------------------------------------------------------- 提交日期:13-07-2017验收日期:15-07-2017 --------------------------------------------------------------------------------------------------------------------------------------
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Reliabilitystudy of Solar PV Power Production In Terms Of Weather Parameters Using Monte Carlo Simulation
In this study the comprehensive reliability in terms of clearness index for power production of HIT, amorphous silicon & multi-crystalline silicon (m-cSi) technologies has been analyzed. The energy estimation of these three technologies is done based on regression, and deviation in the measured and estimated values is also reported. It has been found that for winter season, HIT technology module is the most reliable for overcast and partly cloudy conditions between the HIT, amorphous silicon &m-cSitechnologies. For summer season, amorphous Silicon technology shows the highest reliability for clear sky condition, m-cSi has the highest reliability for partly cloudy and HIT technology for overcast condition. HIT technology shows higher reliability both in the post monsoon and autumn season for clear sky and partly cloudy index conditions. The error in the estimations has been reduced by increasing the number of iterations. Keyword:Monte Carlo; SPV Module; Environment Parameter; Simulation; Reliability -------------------------------------------------------------------------------------------------------------------------------------Date of Submission: 13-07-2017 Date of acceptance: 15-07-2017 --------------------------------------------------------------------------------------------------------------------------------------
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