Prediction of the Remaining Useful Life of a Switch Machine, Based on Multi-Source Data

Aimed at the shortcomings of a single feature to characterize the health status and accurately predict the remaining life span of the equipment, a prediction method for a switch machine, based on the weighted Mahalanobis distance (WDMD), is proposed. The method consists of two parts: the constructio...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Sustainability 2022-11, Vol.14 (21), p.14517
Hauptverfasser:	Zheng, Yunshui, Chen, Weimin, Zhang, Yaning, Bai, Dengyu
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Analysis Business metrics Data collection Degradation Eigenvalues Indicators Life prediction Life span Markov chains Markov processes Methods Neural networks Predictions Predictive maintenance Principal components analysis Sensors Statistical analysis Sustainability Switches Useful life
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!