Research on Equipment Fault Prediction Method Based on Industrial Big Data

Qi, Zihan and Tang, Chang and He, Luli and Jiang, Changjian and Chen, Jing and Huang, Yulin (2022) Research on Equipment Fault Prediction Method Based on Industrial Big Data. In: Proceedings of the International Conference on Information Economy, Data Modeling and Cloud Computing, ICIDC 2022, 17-19 June 2022, Qingdao, China.

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Abstract

Aiming at the problems of low accuracy and long prediction time of industrial equipment fault prediction, a prediction method based on main feature extraction and back propagation neural network (MFE-BPNN) was proposed. This method firstly preprocesses the missing, abnormal and high-noised industria

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 15:43
Last Modified: 17 Apr 2026 05:00
URI: http://eprints.eai.eu/id/eprint/40516

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