Fault Detection in Three-phase Induction Motor based on Data Acquisition and ANN based Data Processing

[摘要] The main objective of this paper is to investigate how a failure in the functioning of a normal electrical system represented by a three-phase asynchronous motor will modify the voltages and currents present in the system and if it is possible to design a system that is able to automatically detect the fault, based on the use of modern data acquisition system and powerful computer processing capabilities. The detection of faulty signals is realised using Feedforward Artificial Neural Networks.

[学科分类] 自动化工程

[关键词] fault detection;feedforward artificial neural network;induction motor;parameter control;automated error detection