A data-driven integrated framework for predictive probabilistic risk analytics of overhead contact lines based on dynamic Bayesian network

J Wang, S Gao, L Yu, C Ma, D Zhang, L Kou - Reliability Engineering & …, 2023 - Elsevier
Due to completely working under open-air conditions without backup equipment, the
overhead contact lines (OCLs) are suffering from external extreme weather conditions …

Uncertainty-aware trustworthy weather-driven failure risk predictor for overhead contact lines

J Wang, S Gao, L Yu, X Liu, F Neri, D Zhang… - Reliability Engineering & …, 2024 - Elsevier
Overhead contact lines (OCLs) are electric transmission lines that power railways, which are
constantly threatened by external weather and environmental factors due to their outdoor …

Parallel-reinforcement-learning-based online energy management strategy for energy storage traction substations in electrified railroad

J Luo, S Gao, X Wei, Z Tian… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The traction power supply system (TPSS) is the only source of power for electric
locomotives. The huge power fluctuations and complex operating conditions of the TPSS …

An Intelligent Risk Forewarning Method for Operation of Power System Considering Multi-Region Extreme Weather Correlation

D Yao, J Han, Q Li, Q Wang, C Li, D Zhang, M Li… - Electronics, 2023 - mdpi.com
Extreme weather events pose significant risks to power systems, necessitating effective risk
forewarning and management strategies. A few existing researches have concerned the …

An Adaptive Reclosing Scheme for All-Parallel Autotransformer Traction Network of High-Speed Railway Based on Multisource Information

R Shen, Z Han, S Liu, S Gao - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In high-speed railway (HSR), directly reclosing a circuit breaker after a fault trip can result in
a large second overcurrent, causing insulation degradation, equipment damage, and even …

Influencing Factors Analysis in Railway Engineering Technological Innovation under Complex and Difficult Areas: A System Dynamics Approach

C Cai, S Tian, Y Shi, Y Chen, X Li - Mathematics, 2024 - mdpi.com
The geological complexity, environmental sensitivity, and ecological fragility inherent in
complex and difficult areas (CDAs) present new opportunities and challenges for …

Defect Severity Identification for a Catenary System Based on Deep Semantic Learning

J Wang, S Gao, L Yu, D Zhang, L Kou - Sensors, 2022 - mdpi.com
A variety of Chinese textual operational text data has been recorded during the operation
and maintenance of the high-speed railway catenary system. Such defect text records can …

CNN-Transformer Bridge Mode for Detecting Arcing Horn Defects in Railway Sectional Insulator

J He, R Duan, M Dong, Y Kao, G Guo… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The sectional insulator with arcing horns is indispensable for electrified railways' overhead
contact system (OCS). When these arcing horns are damaged, broken, or detached, arcing …

Data-Driven Time Dependent Reliability Prediction Approach for Overhead Contact Lines Subjected to Imperfect Maintenance, Common Cause Failure and Lightning …

J Wang, H Li, S Gao, L Yu, L Kou… - … on Power Delivery, 2023 - ieeexplore.ieee.org
To ensure the high-reliability operation of overhead contact lines (OCLs), this paper
proposes a data-driven time dependent reliability prediction approach, incorporating the …

A Novel Distance Protection Method for Out-of-Phase Faults of AC Traction Power Supply System

R Shen, Z Han, S Liu, S Gao - IEEE Transactions on Power …, 2023 - ieeexplore.ieee.org
Aiming at the problem that the existing relay protection of traction power supply system mis-
operates when an out-of-phase fault occurs, based on the sum of two phase impedance, a …