2022
DOI: 10.1177/00202940221098048
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Online anomaly detection and remaining useful life prediction of rotating machinery based on cumulative summation features

Abstract: The bearing is the core component of the gearbox transmission system. Once it is damaged during operation, it will cause the shutdown of the mechanical equipment for maintenance. It has important application significance to carry out fault detection and remaining useful life (RUL) prediction. Whereas, some bottlenecks, such as the noise interference of state characteristics, the excessive dependence of supervised learning on prior samples, and the practical RUL online calculation, restrict the industrial appli… Show more

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Cited by 6 publications
(2 citation statements)
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“…Earthquake rescue robots have become a highly concentrated study field in order to carry out rescue operations after earthquakes in a timely and efficient manner. This study's earthquake rescue robot is built on life detection technology, with the goal of achieving accurate locating and speedy rescue of trapped persons via enhanced electromagnetic induction capabilities [1].…”
Section: Introductionmentioning
confidence: 99%
“…Earthquake rescue robots have become a highly concentrated study field in order to carry out rescue operations after earthquakes in a timely and efficient manner. This study's earthquake rescue robot is built on life detection technology, with the goal of achieving accurate locating and speedy rescue of trapped persons via enhanced electromagnetic induction capabilities [1].…”
Section: Introductionmentioning
confidence: 99%
“…To address this issue, researchers have been actively seeking reliable assistive technologies to improve the quality of life for patients with visual impairments. The aim of this study is to propose a visual impairment assistive device guidance scheme that comprehensively utilizes sensor technology and object detection algorithms, providing a comprehensive solution for patients [1].…”
Section: Introductionmentioning
confidence: 99%