Blind Source Separation of Vibration Signal of Electric Motor Velocity Modulation System

Autor:	Xiumei Li, Guanghai Zheng, Yannan Sun, Wen Li
Rok vydání:	2011
Předmět:	Vibration Electric motor Engineering business.industry Aliasing Acoustics Electronic engineering Array processing business Signal Independent component analysis AC motor Blind signal separation
Zdroj:	Lecture Notes in Electrical Engineering ISBN: 9783642199585
DOI:	10.1007/978-3-642-19959-2_59
Popis:	Blind signal separation technique is the new one for array processing and data analysis. The research object of the paper is the complex and aliasing vibration signal measured from the AC electric motor velocity modulation system. Fast ICA algorithm is adapted to separate the vibration signals. Major source signals have been successfully and clearly separated from the complex and aliasing measured vibration signals. Then the characteristics of each source vibration signals can be effectively extracted in different frequency by analyzing source signals. The results are helpful for the later data analysis.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::638aed0222f6df1d7d66bd2960192611 https://doi.org/10.1007/978-3-642-19959-2_59 Zobrazit plný text záznamu