Introducing passive acoustic filter in acoustic based condition monitoring: Motor bike piston-bore fault identification
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- 作者：D.P. Jenaa ; dpj10@iitbbs.ac.in" class="auth_mail" title="E-mail the corresponding author ; S.N. Panigrahib
- 关键词：Passive Acoustic Filter ; Condition monitoring ; Quincke tube ; Helmholtz resonator ; Genetic Algorithm (GA) ; Support Vector Machine (SVM)
- 刊名：Mechanical Systems and Signal Processing
- 出版年：2016
- 出版时间：March 2016
- 年：2016
- 卷：70-71
- 期：Complete
- 页码：932-946
- 全文大小：2238 K
文摘
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Implementation of passive acoustic filter in acoustic based condition monitoring.
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GA based optimization methodology to design the desired band-pass acoustic filter.
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Fault identification using machine learning techniques using standard six statistical parameters.
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Demonstration of machine learning improvement using passive acoustic filter.