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pro vyhledávání: '"Slaheddine Zgarni"'
Publikováno v:
SSD
Despite their inherent robustness and cost-effectiveness, various faults occur in Induction Motors (IM). Thus, motivations for Condition Monitoring (CM) of IM are increasingly growing. The vast majority of CM works focus on monitoring isolated faults
Publikováno v:
IEEE Transactions on Energy Conversion. 33:1692-1699
The demand of condition monitoring of induction motors (IM) is progressively increasing to maintain the performance of several important sectors in industry. This issue is of great importance since it prevents IM from failing and breaking down. As mo
Publikováno v:
Engineering Applications of Artificial Intelligence. 71:210-215
Nowadays, multiclass classification is considered as the leading technique on the issue of condition monitoring in induction motor which can be performed accurately and efficiently by support vectors machines. The standard multiclass SVM (MSVM) appro
Autor:
Slaheddine Zgarni, Ahmed Braham
Publikováno v:
SSD
Recently, the research picked up an ardent pace in the domain of bearing fault detection of rotating machinery. Like adjustable speed drives, fault detection has become almost imperative. The manufacturers of these drives are now keen to computerize
Publikováno v:
IECON
Bearings are considered as a critical component in Induction Motors (IM). An approach based on Motor current Signature analysis (MCSA) is presented to detect bearing faults (BF). This study is subject for a novel pattern recognition approach for BF d