洪金龙｜同济大学｜学者主页

2026

A charging-aware RL-NMPC hierarchical thermal management strategy for electric vehicles under winter conditions

Kai Sun, Jinlong Hong, Lulu Guo, Bingzhao Gao, Hong Chen

Chinese Journal of Mechanical Engineering

DOI

2026

GRPO Enhanced Mixed-Integer Differentiable Predictive Control: A Case of Energy Management of HEV

Xi Luo, Shiying Dong, Jinlong Hong, Jian Qiao Sun, Haiyang Yu, Bingzhao Gao, Hong Chen

IEEE/ASME Transactions on Mechatronics

DOI

2026

Embedded differentiable predictive thermal management for integrated cabin–battery systems in electric vehicles

Kai Sun, Jinlong Hong, Bingzhao Gao, Xiaoxiang Na, Lulu Guo, Hong Chen

Control Engineering Practice

DOI

2026

A Reconfigurable Dual-Motor Compound-Planetary Electric Drive Axle for an Expanded Torque-Vectoring Envelope

Jianyuan Liu, Mengjian Tian, Haoyang Lyu, Delin Xu, Zhouyi Zhen, Dehai Li, Jinlong Hong, Gao B

Actuators

DOI

2026

Predictive Slope-Enhanced Ecological Cruise Control for Heavy Duty Trucks: Algorithm, Platform, and Experiments

Mengge Sun, Jin Yang, Jinlong Hong, Kuncheng Zhou, Lulu Guo

IEEE/ASME Transactions on Mechatronics

DOI

2025

Coordinated predictive cruise and coasting control for energy saving in heavy-duty trucks

Jinlong Hong, Yue Liu, Minghong Li, Junjiao Zhu, Mengjian Tian, Xiaoxiang Na

Advances in Mechanical Engineering

DOI

2025

Data-Driven Modeling and Closed-Loop Control Validation of Electric Vehicle Integrated Thermal Management System Based on Real Vehicle Data

Kai Sun, Baolin Ma, Lulu Guo, Jinlong Hong, Bingzhao Gao

IEEE Vehicle Power and Propulsion Conference (VPPC)

DOI

2025

Fast optimization solution and road tests for predictive cruise control of heavy-duty trucks

Jinlong Hong, Xianning Li, Kai Sun, Lulu Guo, Xiaoxiang Na, Mengjian Tian, Bingzhao Gao

Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering

DOI

2025

Energy Management of Hybrid Electric Commercial Vehicles Based on Neural Network-Optimized Model Predictive Control

Jinlong Hong, Fan Yang, Xi Luo, Xiaoxiang Na, Hongqing Chu, Mengjian Tian

Electronics

DOI

2025

Deep Learning-Based Mixed-Integer Co-Optimization of Velocity Planning and Powertrain Control in Urban Environment

Xi Luo, Shiying Dong, Jinlong Hong, Bingzhao Gao, Hong Chen

IEEE Transactions on Intelligent Transportation Systems

DOI

2024

Constrained Hierarchical Hybrid Q-Network for Energy Management of HEVs

Xiaoyu Fan, Lulu Guo, Jinlong Hong, Zhenhao Wang, Hong Chen

IEEE Transactions on Transportation Electrification

DOI

2024

Predictive Cruise Control with Velocity Profile Online Optimization for Energy Efficiency

Kai Sun, Mengge Sun, Fanyuan Chu, Lulu Guo, Jinlong Hong, Bingzhao Gao

China Automation Congress (CAC)

DOI

2024

Model Predictive Control-Based Online Optimization of Hybrid Electric Heavy Trucks Energy Management

Jintao Deng, Kai Sun, Yacan Duan, Chao Lu, Da Qi, Jinlong Hong

CAA International Conference on Vehicular Control and Intelligence (CVCI)

DOI

2024

Design and experimental validation of eco-driving system for connected and automated electric vehicles

Xi Luo, Yifan Cheng, Jinlong Hong, Shiying Dong, Xiaoxiang Na, Bingzhao Gao, Hong Chen

Control Engineering Practice

DOI

2024

Learning-Based Predictive Cruise Control for Fuel Consumption Model in Heavy-Duty Trucks

Yuan Gao, Kai Sun, Jinlong Hong, Xiaoxiang Na, Bingzhao Gao, Hong Chen

IEEE International Conference on Intelligent Transportation Systems (ITSC)

DOI

2024

Actor-Critic Enhanced Neural Network Optimizer for Mixed-Integer Optimal Control: A Case Study on Eco-Driving Control

Yifan Cheng, Xi Luo, Shiying Dong, Jinlong Hong, Lulu Guo, Jia Sheng Hu, Bingzhao Gao, Hong Chen

DOI

2024

Timescale Graph-Parallel Computation and Mechanism Analysis of Economical Predictive Driving for Commercial Trucks

Jinlong Hong, Lulu Guo, Xiaoxiang Na, Xianning Li, Hongqing Chu, Bingzhao Gao, Hong Chen

IEEE Intelligent Vehicles Symposium

DOI

2024

Energy-Saving Driving Assistance System Integrated With Predictive Cruise Control for Electric Vehicles

Jinlong Hong, Xi Luo, Hao Wu, Xiaoxiang Na, Hongqing Chu, Bingzhao Gao, Hong Chen

IEEE Transactions on Intelligent Vehicles

DOI

2024

Online Ecological Gearshift Strategy via Neural Network with Soft-Argmax Operator

Xi Luo, Shiying Dong, Jinlong Hong, Xinjian Wang, Bingzhao Gao, Hong Chen

IFAC-PapersOnLine

DOI

2023

Accelerating Model Predictive Control with Neural Network Optimizer

Wentong Shi, Xi Luo, Jinlong Hong, Chunlai Zhao, Bingzhao Gao, Hong Chen

CAA International Conference on Vehicular Control and Intelligence (CVCI)

DOI

2023

PCC Energy-saving Optimization Based on Historical Driving Data Identification of Energy Consumption Model

Tianchen Xu, Kai Sun, Yuan Gao, Jia Sheng Hu, Bingzhao Gao, Jinlong Hong

CAA International Conference on Vehicular Control and Intelligence (CVCI)

DOI

2023

Fuel-Saving-Oriented Collaborative Driving Strategy for Commercial Vehicles Based on Driving Style Recognition

Hongqing Chu, Zongxuan Li, Jialin Wang, Jinlong Hong

Energies

DOI

2023

Eco-Coasting Controller Using Road Grade Preview: Evaluation and Online Implementation Based on Mixed Integer Model Predictive Control

Yongjun Yan, Nan Li, Jinlong Hong, Bingzhao Gao, Jia Zhang, Hong Chen, Jing Sun, Ziyou Song

IEEE Transactions on Vehicular Technology

DOI

2023

Eco-driving for Truck Platoon Velocity Planning Based on V2X Communication Considering Road Geometry

Xi Luo, Tianchen Xu, Jinlong Hong, Jia Sheng Hu, Bingzhao Gao, Hong Chen

IFAC-PapersOnLine

DOI

2022

低速巡航工况非线性车速跟踪控制

洪金龙，张国旭，程一帆，高炳钊，陈虹

《同济大学学报(自然科学版)》

2022

电动车I-AMT挡位切换电机-离合器协同控制

王奕斐，姜震宇，陈静，洪金龙，高炳钊

《同济大学学报(自然科学版)》

2022

电控液压直驱多片离合器非线性压力控制

张超，于怀智，石文通，刘奇芳，洪金龙，高炳钊

《北京理工大学学报》

2022

Energy optimal control of powertrain and air conditioning systems for connected EVs

Hongqing Chu, Xi Luo, Zhengyi Hao, Xianning Li, Yifan Cheng, Jinlong Hong, Lulu Guo, Bingzhao Gao

CAA International Conference on Vehicular Control and Intelligence (CVCI)

DOI

2022

Modeling and control of ball-ramp electromechanical clutch actuator for in-wheel AMT of electric vehicles

Ge Dong, Fei Wang, Dele Meng, Hongqing Chu, Jinlong Hong, Bingzhao Gao

Mechanism and Machine Theory

DOI

2022

Gear downshift control of inverse-automatic mechanical transmission of electric vehicle

Jinlong Hong, Chao Zhang, Hankun Chu, Bingzhao Gao, Hao Wu, Guangjie Wei, Hua Liu, Fuguo Xu

Green Energy and Intelligent Transportation

DOI

2021

电动汽车两挡I-AMT离合器半结合点自学习算法研究

张超，翟宇，洪金龙，高炳钊

《同济大学学报(自然科学版)》

2021

基于显式控制律设计的AMT电控系统开发流程与验证

程一帆，李雪松，高炳钊，洪金龙，张国旭，陈虹

《汽车工程》

DOI

2021

智能网联汽车节能优化关键问题与研究进展

洪金龙，高炳钊，董世营，程一帆，王玉海，陈虹

《中国公路学报》

DOI

2021

Engine Speed Regulation During Gear Shift Process of Torque Decoupled HEV Using Triple-Step Nonlinear Method

Jinlong Hong, Liang Lu, Bingzhao Gao, Lin Zhang, Hong Chen

International Journal of Automotive Technology

DOI

2021

Predictive Cruise Control Algorithm Design for Commercial Vehicle Energy Saving Based on Mixed Integer Programming

Xianning Li, Jinlong Hong, Yanjun Huang, Hong Chen

CAA International Conference on Vehicular Control and Intelligence (CVCI)

DOI

2021

Energy-efficient control of dual-motor electric vehicles considering slope information

Hao Wu, Daoliang You, Guangjie Wei, Yifan Cheng, Jinlong Hong

China Automation Congress (CAC)

DOI

2021

Predictive Cruise Control of Full Electric Vehicles: A Comparison of Different Solution Methods

Hongqing Chu, Shiying Dong, Jinlong Hong, Hong Chen, Bingzhao Gao

IFAC-PapersOnLine

DOI

2021

Optimal Clutch Slip Control of AMT to Improve Vehicle Drivability

Yifan Cheng, ZHANG Guoxu, Hong Jinlong, Gao Bingzhao, CHEN Hong

Journal of Mechanical Engineering

DOI

2020

Dry Clutch Control of Two-Speed Electric Vehicles by Using an Optimal Control Scheme With Persistent Time-Varying Disturbance Rejection

Jinlong Hong, Bingzhao Gao, Hanqi Yue, Hong Chen

IEEE Transactions on Transportation Electrification

DOI

2019

AMT起步及换挡过程的驾驶品质优化控制

洪金龙

《吉林大学》

2017

汽车传动系统平顺性驾驶品质控制

高炳钊，洪金龙，陈虹

《控制理论与应用》

精选作品

期刊论文

A charging-aware RL-NMPC hierarchical thermal management strategy for electric vehicles under winter conditions

GRPO Enhanced Mixed-Integer Differentiable Predictive Control: A Case of Energy Management of HEV

Embedded differentiable predictive thermal management for integrated cabin–battery systems in electric vehicles

A Reconfigurable Dual-Motor Compound-Planetary Electric Drive Axle for an Expanded Torque-Vectoring Envelope

Predictive Slope-Enhanced Ecological Cruise Control for Heavy Duty Trucks: Algorithm, Platform, and Experiments

Coordinated predictive cruise and coasting control for energy saving in heavy-duty trucks

Data-Driven Modeling and Closed-Loop Control Validation of Electric Vehicle Integrated Thermal Management System Based on Real Vehicle Data

Fast optimization solution and road tests for predictive cruise control of heavy-duty trucks

Energy Management of Hybrid Electric Commercial Vehicles Based on Neural Network-Optimized Model Predictive Control

Deep Learning-Based Mixed-Integer Co-Optimization of Velocity Planning and Powertrain Control in Urban Environment

Constrained Hierarchical Hybrid Q-Network for Energy Management of HEVs

Predictive Cruise Control with Velocity Profile Online Optimization for Energy Efficiency

Model Predictive Control-Based Online Optimization of Hybrid Electric Heavy Trucks Energy Management

Design and experimental validation of eco-driving system for connected and automated electric vehicles

Learning-Based Predictive Cruise Control for Fuel Consumption Model in Heavy-Duty Trucks

Actor-Critic Enhanced Neural Network Optimizer for Mixed-Integer Optimal Control: A Case Study on Eco-Driving Control

Timescale Graph-Parallel Computation and Mechanism Analysis of Economical Predictive Driving for Commercial Trucks

Energy-Saving Driving Assistance System Integrated With Predictive Cruise Control for Electric Vehicles

Online Ecological Gearshift Strategy via Neural Network with Soft-Argmax Operator

Accelerating Model Predictive Control with Neural Network Optimizer

PCC Energy-saving Optimization Based on Historical Driving Data Identification of Energy Consumption Model

Fuel-Saving-Oriented Collaborative Driving Strategy for Commercial Vehicles Based on Driving Style Recognition

Eco-Coasting Controller Using Road Grade Preview: Evaluation and Online Implementation Based on Mixed Integer Model Predictive Control

Eco-driving for Truck Platoon Velocity Planning Based on V2X Communication Considering Road Geometry

低速巡航工况非线性车速跟踪控制

电动车I-AMT挡位切换电机-离合器协同控制

电控液压直驱多片离合器非线性压力控制

Energy optimal control of powertrain and air conditioning systems for connected EVs

Modeling and control of ball-ramp electromechanical clutch actuator for in-wheel AMT of electric vehicles

Gear downshift control of inverse-automatic mechanical transmission of electric vehicle

电动汽车两挡I-AMT离合器半结合点自学习算法研究

基于显式控制律设计的AMT电控系统开发流程与验证

智能网联汽车节能优化关键问题与研究进展

Engine Speed Regulation During Gear Shift Process of Torque Decoupled HEV Using Triple-Step Nonlinear Method

Predictive Cruise Control Algorithm Design for Commercial Vehicle Energy Saving Based on Mixed Integer Programming

Energy-efficient control of dual-motor electric vehicles considering slope information

Predictive Cruise Control of Full Electric Vehicles: A Comparison of Different Solution Methods

Optimal Clutch Slip Control of AMT to Improve Vehicle Drivability

Dry Clutch Control of Two-Speed Electric Vehicles by Using an Optimal Control Scheme With Persistent Time-Varying Disturbance Rejection

AMT起步及换挡过程的驾驶品质优化控制

汽车传动系统平顺性驾驶品质控制

会议论文

Construction and Verification of Standard Driving Cycle for Economical Heavy-duty Commercial Vehicles

Triple-Step Method for Creep Speed Tracking Control of AMT Vehicles

Creep Speed Tracking Control of the AMT Vehicles

研究方向