马来西亚并网光伏系统功率预测

H. Zainuddin, S. Shaari, A. M. Omar, S. Sulaiman
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引用次数: 7

摘要

本文利用功率模型对并网光伏发电系统的输出功率进行了预测和分析。所采用的功率模型目前已应用于马来西亚并网系统程序的测试、调试和验收试验。本研究通过数学公式、均方根误差(RMSE)、Pearson相关系数(R2)和标准差(STD)测定对模型进行室外检验和验证。结果表明,在大多数情况下,实际输出功率低于模型输出功率。这意味着在现有的功率模型中应该考虑更多的降额因素,如老化和安装标准。
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Power prediction for grid-connected photovoltaic system in Malaysia
This paper presents the prediction performance and analysis of the power output from grid-connected photovoltaic (GCPV) system using power model. The power model used is presently applied in the testing, commissioning and acceptance test of grid-connected systems procedure in Malaysia. This study involved outdoor testing and validation of model through mathematical formula, root mean square error (RMSE), Pearson correlation coefficient (R2) and standard deviation (STD) determination. Results showed that most of the time, the actual power output was lower than the modelled power output. This implies that more derating factors should be considered in the existing power model such as aging and installation criteria.
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