Study on performance evaluation system of renewable energy fields

Wang Yinming, Zhao Xihui, Kong Xiangfu, Sui Xiaoyu, Yang Kai, Wang Zheng, X. Xi, W. Haifeng
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引用次数: 1

Abstract

In recent years the demand for performance evaluation is increasing with the rapid development of renewable energy. In this paper, we proposed an intelligent evaluation system which is called IREFP, short for Integrated Renewable Energy Field Performance Evaluation System, with a set of comprehensive evaluation index system, which is called RES, short for reliability, economy and safety. The IREFP evaluation system integrates technologies of information association modeling, high-performance computing platform, data envelopment analysis and high-accuracy numerical weather prediction, to improve evaluation quality and thus provide comprehensive performance evaluation service for renewable energy field and its equipment like wind turbine, photovoltaic module, etc. In addition, we make an application analysis for the IREFP evaluation system and find it can save huge cost and bring amounts of business value if applied in stop time optimization, risk control and equipment selection. A case analysis illustrated in the end verified the feasibility of the IREFP process, the reliability of the refined formula of indicators, and efficiency of evaluation models.
可再生能源领域绩效评价体系研究
近年来,随着可再生能源的快速发展,对性能评价的需求日益增加。本文提出了一种智能评价系统IREFP (Integrated Renewable Field Performance evaluation system),该系统具有一套综合评价指标体系RES (reliability, economy, safety)。IREFP评估系统集成了信息关联建模、高性能计算平台、数据包络分析和高精度数值天气预报等技术,提高评估质量,为可再生能源领域及其设备(如风力发电机组、光伏组件等)提供全面的性能评估服务。并对IREFP评价体系进行了应用分析,发现该评价体系在停机时间优化、风险控制、设备选择等方面可以节约大量成本,带来巨大的商业价值。最后的案例分析验证了IREFP流程的可行性、指标细化公式的可靠性和评价模型的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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