定子
离心泵
感应电动机
谐波
计算机科学
电流(流体)
水力机械
控制工程
失真(音乐)
液压泵
噪音(视频)
过电流
总谐波失真
功率(物理)
工程类
控制理论(社会学)
电子工程
电压
机械工程
叶轮
电气工程
放大器
人工智能
物理
图像(数学)
量子力学
控制(管理)
CMOS芯片
作者
Yuejiang Han,Jianping Yuan,Yin Luo,Jiamin Zou
标识
DOI:10.1177/09544062221126637
摘要
Motor current signature analysis (MCSA) used in the diagnosis of centrifugal pumps has become a hot topic due to its non-intrusive and cost-effective nature. Yet, traditional current-based diagnosis methods show limitations as massive computation and power frequency interference. Moreover, most of them focus on the fault detection, fewer discuss the applications in operation evaluation. Therefore in this article, the hydro-mechanical-electric coupling effect that exists in the induction motor-centrifugal pump system is analyzed systematically. On this foundation, novel indicators that can reflect the harmonic distortion and noise proportion of stator current signals, and further indicate the hydraulic stability and operation status are proposed. Theoretical and experimental analysis support this paper, and results have demonstrated that our proposed indicators can indicate the operation change, identify the optimal operation region, and reflect the development of cavitation for centrifugal pumps. These indicators have the advantages of easy calculation and identification, therefore can be conveniently compared with accepted standards and enable immediate remedial actions to be implemented to ensure the stable operation.
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