Zhuoran Hou

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 22

Top Topics

Energy Management

Predictive Control

Reinforcement Learning

Top Venues

IEEE Trans. Intell. Veh.

Publications

Zhuoran Hou, Liang Chu, Zhiqi Guo, Jincheng Hu, Jingjing Jiang, Jun Yang, Zheng Chen, Yuanjian Zhang
A Learning-and-Tube-Based Robust Model Predictive Control Strategy for Plug-In Hybrid Electric Vehicle. IEEE Trans. Intell. Veh. 9 (1) (2024)
Jianhua Guo, Yinhang Wang, Liang Chu, Chenguang Bai, Zhuoran Hou, Di Zhao
Adaptive Cruise System Based on Fuzzy MPC and Machine Learning State Observer. Sensors 23 (12) (2023)
Ziyang Jiang, Zhuoran Hou, Yiling Liu, Yiman Ren, Keyu Li, David E. Carlson
Estimating Causal Effects using a Multi-task Deep Ensemble. ICML (2023)
Shibo Li, Liang Chu, Jincheng Hu, Shilin Pu, Jihao Li, Zhuoran Hou, Wen Sun
A Novel A-ECMS Energy Management Strategy Based on Dragonfly Algorithm for Plug-in FCEVs. Sensors 23 (3) (2023)
Ziyang Jiang, Zhuoran Hou, Yiling Liu, Yiman Ren, Keyu Li, David E. Carlson
Estimating Causal Effects using a Multi-task Deep Ensemble. CoRR (2023)
Pengyu Fu, Liang Chu, Zhuoran Hou, Jincheng Hu, Yanjun Huang, Yuanjian Zhang
A Transferable Intersection Reconstruction Network for Traffic Speed Prediction. CoRR (2022)
Shilin Pu, Liang Chu, Zhuoran Hou, Jincheng Hu, Yanjun Huang, Yuanjian Zhang
Hierarchical Graph Pooling is an Effective Citywide Traffic Condition Prediction Model. CoRR (2022)
Jianhua Guo, Zhiqi Guo, Liang Chu, Di Zhao, Jincheng Hu, Zhuoran Hou
A Dual-Adaptive Equivalent Consumption Minimization Strategy for 4WD Plug-In Hybrid Electric Vehicles. Sensors 22 (16) (2022)
Jincheng Hu, Jihao Li, Zhuoran Hou, Jingjing Jiang, Cunjia Liu, Yuanjian Zhang
Potential Auto-driving Threat: Universal Rain-removal Attack. CoRR (2022)
Jincheng Hu, Yang Lin, Jihao Li, Zhuoran Hou, Dezong Zhao, Quan Zhou, Jingjing Jiang, Yuanjian Zhang
Empirical Analysis of AI-based Energy Management in Electric Vehicles: A Case Study on Reinforcement Learning. CoRR (2022)
Shilin Pu, Liang Chu, Zhuoran Hou, Jincheng Hu, Yanjun Huang, Yuanjian Zhang
Spatial-Temporal Feature Extraction and Evaluation Network for Citywide Traffic Condition Prediction. CoRR (2022)
Shilin Pu, Liang Chu, Jincheng Hu, Shibo Li, Zhuoran Hou
An Equivalent Consumption Minimization Strategy for a Parallel Plug-In Hybrid Electric Vehicle Based on an Environmental Perceiver. Sensors 22 (24) (2022)
Yang Lin, Liang Chu, Jincheng Hu, Yuanjian Zhang, Zhuoran Hou
An Intelligent Energy Management Strategy for Plug-in Hybrid Electric Vehicle Inspired from Monte Carlo Tree Search. ITSC (2022)
Pengyu Fu, Liang Chu, Zhuoran Hou, Jincheng Hu, Yanjun Huang, Yuanjian Zhang
Transfer Learning and Vision Transformer based State-of-Health prediction of Lithium-Ion Batteries. CoRR (2022)
Pengyu Fu, Liang Chu, Jihao Li, Zhiqi Guo, Jincheng Hu, Zhuoran Hou
State of Health Prediction of Lithium-Ion Battery Based on Deep Dilated Convolution. Sensors 22 (23) (2022)
Yang Lin, Liang Chu, Jincheng Hu, Yuanjian Zhang, Zhuoran Hou
DRL-ECMS: An Adaptive Hierarchical Equivalent Consumption Minimization Strategy Based on Deep Reinforcement Learning. IV (2022)
Zhiqi Guo, Liang Chu, Zhuoran Hou, Yinhang Wang, Jincheng Hu, Wen Sun
A Dual Distribution Control Method for Multi-Power Components Energy Output of 4WD Electric Vehicles. Sensors 22 (24) (2022)
Pengyu Fu, Liang Chu, Zhuoran Hou, Zhiqi Guo, Yang Lin, Jincheng Hu
State-of-Health Prediction Using Transfer Learning and a Multi-Feature Fusion Model. Sensors 22 (21) (2022)
Shibo Li, Zhuoran Hou, Liang Chu, Jingjing Jiang, Yuanjian Zhang
A novel learning-based robust model predictive control energy management strategy for fuel cell electric vehicles. CoRR (2022)
Jincheng Hu, Yang Lin, Liang Chu, Zhuoran Hou, Jihan Li, Jingjing Jiang, Yuanjian Zhang
Progress and summary of reinforcement learning on energy management of MPS-EV. CoRR (2022)
Jiaming Xing, Liang Chu, Zhuoran Hou, Wen Sun, Yuanjian Zhang
Energy Management Strategy Based on a Novel Speed Prediction Method. Sensors 21 (24) (2021)
Jiaming Xing, Liang Chu, Chong Guo, Shilin Pu, Zhuoran Hou
Dual-Input and Multi-Channel Convolutional Neural Network Model for Vehicle Speed Prediction. Sensors 21 (22) (2021)