Ningyuan Guo(郭宁远)

About Ningyuan Guo(郭宁远)

Ningyuan Guo(郭宁远), With an exceptional h-index of 19 and a recent h-index of 19 (since 2020), a distinguished researcher at Beijing Institute of Technology, specializes in the field of vehicle dynamics control, distributed drive electric vehicles, energy management, autonomous.

His recent articles reflect a diverse array of research interests and contributions to the field:

Model continuity approximations and real-time nonlinear optimization in cost-optimal predictive energy management of fuel cell hybrid electric vehicles

Real-Time Optimal Trajectory Planning for Autonomous Driving with Collision Avoidance Using Convex Optimization

Multi-Objective Collaborative Control Method for Multi-Axle Distributed Vehicle Assisted Driving

High robustness energy management strategy of hybrid electric vehicle based on improved soft actor-critic deep reinforcement learning

Co-optimization strategy of unmanned hybrid electric tracked vehicle combining eco-driving and simultaneous energy management

Online updating energy management strategy based on deep reinforcement learning with accelerated training for hybrid electric tracked vehicles

Energy management for a hybrid electric vehicle based on prioritized deep reinforcement learning framework

Real-time predictive control of path following to stabilize autonomous electric vehicles under extreme drive conditions

Ningyuan Guo(郭宁远) Information

University

Position

Ph.D candidate (BIT)

Citations(all)

1124

Citations(since 2020)

1107

Cited By

167

hIndex(all)

19

hIndex(since 2020)

19

i10Index(all)

24

i10Index(since 2020)

23

Email

University Profile Page

Google Scholar

Ningyuan Guo(郭宁远) Skills & Research Interests

vehicle dynamics control

distributed drive electric vehicles

energy management

autonomous

Top articles of Ningyuan Guo(郭宁远)

Title

Journal

Author(s)

Publication Date

Model continuity approximations and real-time nonlinear optimization in cost-optimal predictive energy management of fuel cell hybrid electric vehicles

International Journal of Hydrogen Energy

Ningyuan Guo

Wencan Zhang

Junqiu Li

Jianwei Li

Yunzhi Zhang

...

2024/4/3

Real-Time Optimal Trajectory Planning for Autonomous Driving with Collision Avoidance Using Convex Optimization

Automotive Innovation

Guoqiang Li

Xudong Zhang

Hongliang Guo

Basilio Lenzo

Ningyuan Guo

2023/8

Multi-Objective Collaborative Control Method for Multi-Axle Distributed Vehicle Assisted Driving

Applied Sciences

Weichen Wang

Junqiu Li

Xiaohan Li

Zhichao Li

Ningyuan Guo

2023/6/30

High robustness energy management strategy of hybrid electric vehicle based on improved soft actor-critic deep reinforcement learning

Wenjing Sun

Yuan Zou

Xudong Zhang

Ningyuan Guo

Bin Zhang

...

2022/11/1

Co-optimization strategy of unmanned hybrid electric tracked vehicle combining eco-driving and simultaneous energy management

Energy

Lingxiong Guo

Xudong Zhang

Yuan Zou

Lijin Han

Guodong Du

...

2022/5/1

Online updating energy management strategy based on deep reinforcement learning with accelerated training for hybrid electric tracked vehicles

IEEE Transactions on Transportation Electrification

Bin Zhang

Yuan Zou

Xudong Zhang

Guodong Du

Feixiang Jiao

...

2022/3/3

Energy management for a hybrid electric vehicle based on prioritized deep reinforcement learning framework

Guodong Du

Yuan Zou

Xudong Zhang

Lingxiong Guo

Ningyuan Guo

2022/2/15

Real-time predictive control of path following to stabilize autonomous electric vehicles under extreme drive conditions

Automotive Innovation

Ningyuan Guo

Xudong Zhang

Yuan Zou

2022/11

A systematic framework for state of charge, state of health and state of power co-estimation of lithium-ion battery in electric vehicles

Sustainability

Tao Zhang

Ningyuan Guo

Xiaoxia Sun

Jie Fan

Naifeng Yang

...

2021/5/5

Cost-optimal energy management strategy for plug-in hybrid electric vehicles with variable horizon speed prediction and adaptive state-of-charge reference

Energy

Lingxiong Guo

Xudong Zhang

Yuan Zou

Ningyuan Guo

Jianwei Li

...

2021/10/1

An integrated control strategy of path following and lateral motion stabilization for autonomous distributed drive electric vehicles

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

Yuan Zou

Ningyuan Guo

Xudong Zhang

2021/3

分布式电驱动车辆力矩分配控制研究现状综述

邹渊, 郭宁远, 张旭东, 尹鑫, 周亮

2021/9/20

Real-time predictive energy management of plug-in hybrid electric vehicles for coordination of fuel economy and battery degradation

Energy

Ningyuan Guo

Xudong Zhang

Yuan Zou

Lingxiong Guo

Guodong Du

2021/1/1

融合 TangentBug 与 Dubins 曲线的智能轮式车辆局部路径规划算法

汽车工程

张旭东, 徐福康, 邹渊, 郭宁远, 张宇

2021/6/29

Bi-level Energy Management of Plug-in Hybrid Electric Vehicles for Fuel Economy and Battery Lifetime with Intelligent State-of-charge Reference

Journal of Power Sources

Xudong Zhang

Lingxiong Guo

Ningyuan Guo

Yuan Zou

Guodong Du

2021/1

Heuristic energy management strategy of hybrid electric vehicle based on deep reinforcement learning with accelerated gradient optimization

IEEE Transactions on Transportation Electrification

Guodong Du

Yuan Zou

Xudong Zhang

Lingxiong Guo

Ningyuan Guo

2021/6/14

A supervisory control strategy of distributed drive electric vehicles for coordinating handling, lateral stability, and energy efficiency

IEEE transactions on transportation electrification

Ningyuan Guo

Xudong Zhang

Yuan Zou

Basilio Lenzo

Guodong Du

...

2021/6/4

Predictive energy management of plug-in hybrid electric vehicles by real-time optimization and data-driven calibration

IEEE Transactions on Vehicular Technology

Ningyuan Guo

Xudong Zhang

Yuan Zou

Guangze Du

Chao Wang

...

2021/12/28

Data-driven based cruise control of connected and automated vehicles under cyber-physical system framework

IEEE Transactions on Intelligent Transportation Systems

Tao Zhang

Yuan Zou

Xudong Zhang

Ningyuan Guo

Wenwei Wang

2020/5/13

A computationally efficient path-following control strategy of autonomous electric vehicles with yaw motion stabilization

IEEE Transactions on Transportation Electrification

Ningyuan Guo

Xudong Zhang

Yuan Zou

Basilio Lenzo

Tao Zhang

2020/5/11

See List of Professors in Ningyuan Guo(郭宁远) University(Beijing Institute of Technology)

Co-Authors

academic-engine