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All Journal TELKOMNIKA (Telecommunication Computing Electronics and Control)
Xianfeng Zheng
Henan Mechanical and Electrical Engineering College
Computer Science & IT

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Virtual Instrument of Harmonics Detection Based on Neural Network Adaptive Filters Xianfeng Zheng; Zheng Fan
TELKOMNIKA (Telecommunication Computing Electronics and Control) Vol 13, No 2: June 2015
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/telkomnika.v13i2.1471

Abstract

This study investigated the adaptive detection principle based on a single artificial neuron, and constructed a method for detecting harmonics using the artificial neural network technique. Based on the established method, and by comprehensively processing the obtained harmonics data using the LabVIEW software-developing environment of the virtual instrument, the harmonic waves were detected and analyzed. Finally, the analysis of current ball crusher harmonics verified that the designed system was effective.
Co-Authors Zheng Fan