Systematic review of predictive maintenance and digital twin technologies challenges, opportunities, and best practices

NH Abd Wahab, K Hasikin, KW Lai, K Xia, L Bei… - PeerJ Computer …, 2024 - peerj.com
Background Maintaining machines effectively continues to be a challenge for industrial
organisations, which frequently employ reactive or premeditated methods. Recent research …

Advancements in Bearing Remaining Useful Life Prediction Methods: A Comprehensive Review

L Song, T Lin, Y Jin, S Zhao, Y Li… - … Science and Technology, 2024 - iopscience.iop.org
This paper presents a comprehensive review of the state-of-the-art techniques for predicting
the remaining useful life (RUL) of rolling bearings. Four key aspects of bearing RUL …

Remaining life prediction of bearings based on improved IF-SCINet

J Zhang, C Zhang, S Xu, G Liu, H Fei, L Wu - IEEE Access, 2024 - ieeexplore.ieee.org
In the field of health management, predicting the remaining useful life (RUL) of a device
becomes critical. However, the RUL prediction process is often affected by a various of …

SWT-SVD 전처리알고리즘을적용한예측적베어링이상탐지모.

박소향, 김광훈 - Journal of Internet Computing & Services, 2024 - search.ebscohost.com
요 약섬유, 자동차와 같은 여러 제조 공정에서 설비가 고장이 나 멈추게 되면 기계가 작동하지
않게 되고 이는 기업의 시간적, 금전적손실로 이어진다. 따라서 설비의 고장이 발생하기 전 …