CBTC on-board signal fault diagnosis method based on LightGBM classification

Author:

Chai Linguo1,Zhang Jinghui2,Shangguan Wei1,Xiao Xiao3,Li Xu4,Nie Min5

Affiliation:

1. Beijing Jiaotong University,School of Electronic and Information Engineering the State Key Laboratory of Rail Traffic Control,Beijing,PR China

2. Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,PR China

3. Traffic Control Research Institute Traffic Control Technology Co., Ltd.,Beijing,PR China

4. China Railway Society,Beijing,PR China

5. State Grid Beijing Procurement Company,Material Supplying Dept.,Beijing,PR China

Funder

National Natural Science Foundation of China

Publisher

IEEE

Reference14 articles.

1. Classification Algorithm of Urban Point Cloud Data based on LightGBM

2. ALBERT: A Lite BERT for Self-supervised Learning of Language Representations[J];lan,2019

3. Context-Aware Multi-modal Transportation Recommendation Based on Particle Swarm Optimization and LightGBM[J];sun;Acta Electronica Sinica,2021

4. A study on topic models using LDA and Word2Vec in travel route recommendation: focus on convergence travel and tours reviews;park,2020

5. Research on fault diagnosis method based on civil Aircraft maintenance text data[J];jia;Acta Aeronautica et Astronautica Sinica,2022

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