Time Series Multi-Step Forecasting Based on Memory Network for the Prognostics and Health Management in Freight Train Braking System

Author:

Liu Zhen1ORCID,Wang Cheng1ORCID,Yang Xinxin1,Zhang Ning1,Liu Feng1ORCID,Zhang Bin2

Affiliation:

1. School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China

2. Shuohuang Railway Development Company Ltd., Hebei, Suning, China

Funder

Fundamental Research Funds for the Central Universities

National Natural Science Foundation of China

Shenhua Railway Equipment Company of China Energy

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Science Applications,Mechanical Engineering,Automotive Engineering

Reference43 articles.

1. Analysis on the performance change trend of relay valve and electro pneumatic transfer valve during service period;zhu;Journal of Value Engineering,2016

2. Deep Learning for Time Series Forecasting: A Survey

3. Fault characteristic analysis of service brake not releasing caused by relay valve leakage;wu;Chin J Sci Instrum,2013

4. A novel time series forecasting model with deep learning

5. Fault Detection and Isolation of the Brake Cylinder System for Electric Multiple Units

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