彭聪｜桂林电子科技大学｜学者主页

2026

Condition-based maintenance of CTCS on-board equipment using gamma-process degradation modeling

Yan-Yan Zhou, Cong Peng, Jia-Li Peng

International Conference on Big Data, Computational Intelligence and Applications

DOI

2026

An interpretable multi-task TabNet framework for predicting multidimensional railway accident severity

M. Ji, W. Shangguan, Cong Peng, Yue-Ning Zhu, Fei-Jie Gong

Reliability Engineering & System Safety

DOI

2026

Research on Train Positioning Method Based on Maximum Correntropy Robust Filtering with Dynamic Kernel Bandwidth

Weishu Wang, Shan-Yi Song, Cong Peng, Da-Cheng Xu

Electronics

DOI

2026

Semi-Markov-based reliability analysis for metro signaling systems assisted by optical sensing under performance degradation

Yan-Yan Zhou, Cong Peng, Jia-Li Peng

International Conference on Telecommunications, Optics and Computer Science

DOI

2026

V2X-Enabled Platoon Control for Aperiodic Congestion Mitigation via Moving Bottlenecks in Mixed Traffic Environments

Jia-Li Peng, W. Shangguan, Linguo Chai, Jun-Jie Chen, Cong Peng, Baigen Cai

IEEE Transactions on Vehicular Technology

DOI

2025

基于混合车队换道频率认知的交织区道路容量贝叶斯推断方法

彭佳力，上官伟，陈俊杰，柴琳果，彭聪

《中国公路学报》

2025

Adaptive fault diagnosis of railway vehicle on-board controller with large language models

Cong Peng, Jia-Li Peng, Zi-Sheng Wang, Zong-Yao Wang, Jun-Jie Chen, Jian-Ping Xuan, Tie-Lin Shi

Applied Soft Computing

DOI

2024

Critical Scenario Risk Modeling and Analysis: A Case Study of Autonomous Rail Transit Trains

Qi Jiang, W. Shangguan, Zong-Yao Wang, Cong Peng

2024 Global Reliability and Prognostics and Health Management Conference (PHM-Beijing)

DOI

2024

Uncertainty modeling of connected and automated vehicle penetration rate under mixed traffic environment

Jia-Li Peng, W. Shangguan, Cong Peng, Linguo Chai

Physica A: Statistical Mechanics and its Applications

DOI

2024

A Predictive Maintenance Strategy for a Single Device Based on Remaining Useful Life Prediction Information: A Case Study on Railway Gyroscope

Zong-Yao Wang, W. Shangguan, Cong Peng, Yu Meng, Linguo Chai, Baigen Cai

IEEE Transactions on Instrumentation and Measurement

DOI

2024

Multi-objective preventive maintenance strategy and optimization considering unavailability and cost: A case study on VOBC

Cong Peng, W. Shangguan, Jia-Li Peng, Zong-Yao Wang, Linguo Chai, Baigen Cai, Yu-Long Xing

Alexandria Engineering Journal

DOI

2024

A Sample Synthesis Method for Railway Track Circuit Fault Diagnosis Based on Variational Autoencoder and Improved SMOTEENN

Zong-Yao Wang, W. Shangguan, Weijun Xu, Cong Peng, Yu-Long Xing, E. Zio

International Conference on System Reliability and Safety

DOI

2024

A traffic incident detection method of highway based on spatial-temporal characteristics

Jia-Li Peng, W. Shangguan, Cong Peng, Linguo Chai, Rui Luo

Journal of Intelligent Transportation Systems / Taylor & Francis

DOI

2023

Reliability Evaluation Method of Vehicle On-Board Controller of Train Control System Based on Hawkes Process

Cong Peng, W. Shangguan, Jia-Li Peng, Zong-Yao Wang, Linguo Chai, Baigen Cai

2023 Global Reliability and Prognostics and Health Management Conference (PHM-Hangzhou)

DOI

2023

Degradation Modeling Based on Polynomial Uncertain Process: a Case Study on Raliway Gyroscope

Zong-Yao Wang, W. Shangguan, Ziyue Zhu, Cong Peng, Linguo Chai, Wei-Jie Wang

2023 Global Reliability and Prognostics and Health Management Conference (PHM-Hangzhou)

DOI

彭聪

精选作品

期刊论文

Condition-based maintenance of CTCS on-board equipment using gamma-process degradation modeling

An interpretable multi-task TabNet framework for predicting multidimensional railway accident severity

Research on Train Positioning Method Based on Maximum Correntropy Robust Filtering with Dynamic Kernel Bandwidth

Semi-Markov-based reliability analysis for metro signaling systems assisted by optical sensing under performance degradation

V2X-Enabled Platoon Control for Aperiodic Congestion Mitigation via Moving Bottlenecks in Mixed Traffic Environments

基于混合车队换道频率认知的交织区道路容量贝叶斯推断方法

Adaptive fault diagnosis of railway vehicle on-board controller with large language models

Critical Scenario Risk Modeling and Analysis: A Case Study of Autonomous Rail Transit Trains

Uncertainty modeling of connected and automated vehicle penetration rate under mixed traffic environment

A Predictive Maintenance Strategy for a Single Device Based on Remaining Useful Life Prediction Information: A Case Study on Railway Gyroscope

Multi-objective preventive maintenance strategy and optimization considering unavailability and cost: A case study on VOBC

A Sample Synthesis Method for Railway Track Circuit Fault Diagnosis Based on Variational Autoencoder and Improved SMOTEENN

A traffic incident detection method of highway based on spatial-temporal characteristics

Reliability Evaluation Method of Vehicle On-Board Controller of Train Control System Based on Hawkes Process

Degradation Modeling Based on Polynomial Uncertain Process: a Case Study on Raliway Gyroscope

研究方向