| 引用本文: | 杨春波,陶青,张健,程志友,凡远柱.基于综合健康指数的设备状态评估[J].电力系统保护与控制,2019,47(10):104-109.[点击复制] |
| YANG Chunbo,TAO Qing,ZHANG Jian,CHENG Zhiyou,FAN Yuanzhu.Equipment status evaluation based on comprehensive health index[J].Power System Protection and Control,2019,47(10):104-109[点击复制] |
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| 摘要: |
| 将健康指数作为表征设备整体健康状态优劣的指标，构建了设备健康状态的综合评估模型。在利用设备多个特征参数变化来反映设备运行状态的基础上，参照电力设备健康状况老化公式，提出了一个变量健康因子对设备运行状态健康指数进行修正。为综合考虑设备特征参数的重要程度，结合序关系法和熵权法改进了特征参数权重值的计算方式，使得设备健康状态综合评估体系的建立更加合理。最后，建立一种基于时间序列分析的非线性关系模型来拟合设备综合健康指数的变化趋势，评估未来健康状态并预测维护时间节点。利用该评估模型对某制氧厂的空压机进行了实例分析，结果表明该模型具有一定的有效性与合理性。 |
| 关键词: 健康指数 健康状态评估 健康因子 非线性拟合 空压机 |
| DOI：10.7667/PSPC20191014 |
| 投稿时间：2018-05-27修订日期：2018-10-09 |
| 基金项目:国家自然科学基金项目资助(61672032);安徽省科技攻关项目资助(1604a0702016) |
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| Equipment status evaluation based on comprehensive health index |
| YANG Chunbo,TAO Qing,ZHANG Jian,CHENG Zhiyou,FAN Yuanzhu |
| (State Grid Anhui Electric Power Co., Ltd., Hefei 230061, China;Power Quality Engineering Research Center, Ministry of Education, Hefei 230601, China;Anhui Nanruijiyuan Power Grid Technology Co., Ltd., Hefei 230088, China) |
| Abstract: |
| The health index is used to indicate the overall health status of the equipment, based on which a comprehensive evaluation model is constructed. A variable health factor is proposed to revise the health index of the equipment according to the aging formula of the power equipment health condition and multiple characteristic parameters of the equipment that reflect the operating state of the equipment. In order to comprehensively consider the importance of equipment characteristic parameters, the combination of the order relation method and the entropy weight method is utilized for the calculation method of the weight value of the feature parameter, which leads to more reasonable establishment of the comprehensive evaluation system of the equipment health condition. Finally, a nonlinear relation model based on time series analysis is developed to fit the trend comprehensive health index of the equipment, evaluate the future health status and predict the maintenance time node. This model is used to analyze the air compressor of an oxygen plant, and the results show that the model is effective and reasonable. This work is supported by National Natural Science Foundation of China (No. 61672032) and Science and Technology Project of Anhui Province (No. 1604a0702016). |
| Key words: health index health status assessment health factor nonlinear fitting air compressor |
