Fault Detection and Severity Identification of Ball Bearings by Online Condition Monitoring
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Industrial Electronics"
DOI: 10.1109/tie.2018.2886789
Abstract: This paper presents a fast, accurate, and simple systematic approach for online condition monitoring and severity identification of ball bearings. This approach utilizes compact one-dimensional (1-D) convolutional neural networks (CNNs) to identify, quantify, and localize… read more here.
Keywords: severity identification; approach; online condition; condition monitoring ... See more keywords
Online Condition Monitoring of Overhead Insulators Using Pattern Recognition Algorithm
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2022.3209729
Abstract: In this article, commonly used overhead line insulators are experimentally studied to propose an intelligent diagnosis system (IDS) to correctly identify the insulator health condition in real time. The proposed IDS is developed based on… read more here.
Keywords: condition monitoring; monitoring overhead; online condition; condition ... See more keywords