Non-Invasive Equivalent Circuit Method for Three-Phase Induction Motor Efficiency Estimation using Particle Swarm Optimization

被引:0
作者
Chayakulkheeree, Keerati [1 ]
Hengsritawat, Vichakorn [2 ]
Nantivatana, Petch [3 ]
Kocharoen, Preecha [4 ]
机构
[1] Suranaree Univ Technol, Sch Elect Engn, Inst Engn, Nakhon Ratchasima, Thailand
[2] Sripatum Univ, Sch Engn, Dept Elect & Appl Elect Engn, Bangkok, Thailand
[3] Chitralada Technol Inst, Fac Digital Technol, Bangkok, Thailand
[4] Chitralada Technol Inst, Fac Ind Technol, Bangkok, Thailand
来源
INTERNATIONAL ENERGY JOURNAL | 2020年 / 20卷 / 02期
关键词
equivalent circuit method; current method; non-invasive induction motor efficiency estimation; particle swarm optimization; slip method; PARAMETER-IDENTIFICATION;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In this paper, the on-service non-invasive efficiency estimation using equivalent circuit (EC) for three-phase induction motor replacement program is presented and investigated. The motor equivalent circuit parameters (ECPs) are estimated by particle swarm optimization (PSO) using measurement data during on-service condition. Then, the non-invasive equivalent circuit method (NIECM) for motor efficiency estimation can be performed using the PSO based motor ECPs estimation. In the proposed NIECM, the induction motor ECPs are estimated by using the measured motor voltage, current, real and reactive powers, power factor, and speed. Therefore, the motor efficiency can be non-invasively analyzed. The developed NIECM software has been tested with nine motors in the laboratory and investigated with five motor replacement programs. The experimentation results of the proposed NIECM, comparing to conventional slip method (SM) and current method (CM), are illustrated and discussed. Among NIECM CM, and SM, the proposed NIECM provide the minimum error in efficiency estimation comparing to the shaft-torque method. Therefore, the proposed NIECM can, potentially and conveniently, be applied for the on-service non-invasive three-phase induction motor efficiency estimations, with the reasonable mismatch to the laboratory shaft-torque method.
引用
收藏
页码:209 / 224
页数:16
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