A Data-Driven Iterative Learning Approach for Optimizing the Train Control Strategy

A little bit flexibility on headway distribution is enough: Data-driven optimization of subway regenerative energy

(2021) Xiang Li et al.   INFORMATION SCIENCES

An eco-driving algorithm for trains through distributing energy: A Q-Learning approach

(2021) Qingyang Zhu et al.   ISA TRANSACTIONS

Energy‐efficient train operation with steep track and speed limits: A novel Pontryagin's maximum principle‐based approach for adjoint variable discontinuity cases

(2021) Peiran Ying et al.   IET Intelligent Transport Systems

Real-Time Energy-Efficient Driver Advisory System for High-Speed Trains

(2021) Zhuang Xiao et al.   IEEE Transactions on Transportation Electrification

A multi-objective algorithm for train driving energy reduction with multiple time targets

(2020) Adrián Fernández-Rodríguez et al.   ENGINEERING OPTIMIZATION

Energy-Efficient Speed Profile Optimization and Sliding Mode Speed Tracking for Metros

(2020) Xiaowen Wang et al.   Energies

Energy-efficient train control using nonlinear bounded regenerative braking

(2020) Gerben M. Scheepmaker et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Distributed Deep Reinforcement Learning for Intelligent Load Scheduling in Residential Smart Grids

(2020) Hwei-Ming Chung et al.   IEEE Transactions on Industrial Informatics

Battery Thermal- and Health-Constrained Energy Management for Hybrid Electric Bus Based on Soft Actor-Critic DRL Algorithm

(2020) Jingda Wu et al.   IEEE Transactions on Industrial Informatics

Intelligent Traffic Control System Based on Cloud Computing and Big Data Mining

(2019) Mu Shengdong et al.   IEEE Transactions on Industrial Informatics

An Energy-Efficient Train Operation Approach by Integrating the Metro Timetabling and Eco-Driving

(2019) Shuai Su et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Shared Control Driver Assistance System Based on Driving Intention and Situation Assessment

(2018) Mingjun Li et al.   IEEE Transactions on Industrial Informatics

Train Speed Trajectory Optimization With On-Board Energy Storage Device

(2018) Chaoxian Wu et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Review of energy-efficient train control and timetabling

(2017) Gerben M. Scheepmaker et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

The key principles of optimal train control—Part 1: Formulation of the model, strategies of optimal type, evolutionary lines, location of optimal switching points

(2016) Amie Albrecht et al.   TRANSPORTATION RESEARCH PART B-METHODOLOGICAL

The key principles of optimal train control—Part 2: Existence of an optimal strategy, the local energy minimization principle, uniqueness, computational techniques

(2016) Amie Albrecht et al.   TRANSPORTATION RESEARCH PART B-METHODOLOGICAL

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Intelligent Train Operation Algorithms for Subway by Expert System and Reinforcement Learning

(2014) Jiateng Yin et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Local energy minimization in optimal train control

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