Jinlin Liao

A Deep Reinforcement Learning Approach for the Energy-Aimed Train Timetable Rescheduling Problem Under Disturbances

Jinlin Liao, Guang Yang, Shiwen Zhang et al. · IEEE Transactions on Transportation Electrification · 2021 · 54 citations

Artificial Intelligence, Railway Traffic, Engineering +20

Energy-saving optimization strategy of multi-train metro timetable based on dual decision variables: A case study of Shanghai Metro line one

Jinlin Liao, Feng Zhang, Shiwen Zhang et al. · Journal of Rail Transport Planning & Management · 2021 · 34 citations

Railway Traffic, Engineering, Rail Transport +11

Two-layer optimization configuration method for distributed photovoltaic and energy storage systems based on IDEC-K clustering

Jinlin Liao, Jia Lin, Guilian Wu · Energy Reports · 2024 · 20 citations · Full text

Voltage Violations, Cluster Computing, Idec-k Clustering +18

A Real-Time Train Timetable Rescheduling Method Based on Deep Learning for Metro Systems Energy Optimization under Random Disturbances

Jinlin Liao, Feng Zhang, Shiwen Zhang et al. · Journal of Advanced Transportation · 2020 · 11 citations · Full text

Railway Traffic, Engineering, Machine Learning +16

A Distributed Deep Reinforcement Learning Approach for Reactive Power Optimization of Distribution Networks

Jinlin Liao, Lin Jia · IEEE Access · 2024 · 11 citations · Full text