Research on Fault Diagnosis Technology of Rotational Shell Magazine based on MSCA and SVM
نویسندگان
چکیده
Abstract The power unit of self-propelled artillery rotational shell magazine is a vulnerable part in the whole system. Aiming at problem fault diagnosis under multiple loads, method motor current characteristic analysis and support vector machine used to diagnose reducer. Through establishment virtual prototype certain revolving magazine, state characteristics reducer are analyzed from perspectives time domain, frequency distribution entropy with phase as information source. train classify feature set, rotary completed.
منابع مشابه
Research on Fault Diagnosis Technology of Rotating Machinery Based on SVM Method
The occurrence of mechanical failure caused great loss of life and property, the purpose of this paper is to use SVM method to determine the type of mechanical failure, so as to simplify the maintenance process of large equipment. In this paper, we use the nonlinear method of SVM high dimensional space to detect and diagnose the fault. A function is established by using the relationship between...
متن کاملFault Diagnosis of Diesel Based on Wavelet Transform and SVM
A fault diagnosis method based on wavelet transform and support vector machine is proposed for diesel engine. The continuous wavelet transform is used to analyze vibration signals of surface of diesel engines, and scale interval is chosen according to size of wavelet information entropy, then local energy on wavelet domain are extracted as the fault feature vector, which are eventually input in...
متن کاملZhiqiang Yang: Power Transformer Fault Diagnosis Based on Mpso-svm
This paper builds the power transformer diagnosis model based on the improved particle swarm optimization— support vector machine (MPSO-SVM). Speed update and particle self-adaptation self-variation are introduced to optimize the standard particle swarm algorithm, thus overcoming the defect of the standard particle swarm optimization algorithm and increasing the power transformer fault diagnosi...
متن کاملResearch on Fault diagnosis and Monitoring System Based on Multi-agent Collaborative Technology
This paper studies the application of multi-Agent cooperative technology in fault diagnosis and monitoring system. According to the research of the computer supported cooperative work (CSCW), this paper proposed a model of fault diagnosis and monitoring system based on CSCW technology. We have analyzed the method of task decomposition of the system, and presented a multi-Agent cooperative commu...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of physics
سال: 2023
ISSN: ['0022-3700', '1747-3721', '0368-3508', '1747-3713']
DOI: https://doi.org/10.1088/1742-6596/2460/1/012161