id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
fcis-29986	Zhou, Bingxu; Yu, Yang	Prediction of the Remaining Life of Rolling Bearings based on the Classification of Degradation States	2025	4	.pdf	application/pdf	2397	107	48	Abstract: view of the fact that the healthy running time of rolling bearings in actual working conditions lasts for a long time, and the vibration signal fluctuation in the healthy operation stage is relatively stable, and it is difficult to extract useful degradation information from them, a remaining life prediction model based on the classification of degradation states based on the hidden Markov model is proposed. [4], an adaptive state division method is adopted, the sliding window is used to continuously update the early warning range of the 3σ criterion, and the continuous trigger mechanism is combined to adaptively determine the degradation start time for state division.	cache/fcis-29986.pdf	txt/fcis-29986.txt