Multi-objective optimized driving strategy of dual-motor EVs using NSGA-II as a case study and comparison of various intelligent algorithms. - Xinyou Lin; Zhili Lin; Shenshen Wei (Appl. Soft Comput., 2021)

Velocity prediction using Markov Chain combined with driving pattern recognition and applied to Dual-Motor Electric Vehicle energy consumption evaluation. - Xinyou Lin; Guangji Zhang; Shenshen Wei (Appl. Soft Comput., 2021)

Online Recursive Power Management Strategy Based on the Reinforcement Learning Algorithm With Cosine Similarity and a Forgetting Factor. - Xinyou Lin; Binhao Zhou; Yutian Xia (IEEE Trans. Ind. Electron., 2021)

A driving-style-oriented adaptive control strategy based PSO-fuzzy expert algorithm for a plug-in hybrid electric vehicle. - Xinyou Lin; Kuiliang Li; Liming Wang (Expert Syst. Appl., 2022)

Improved Model Predictive Control Path Tracking Strategy Based an Online Updating Algorithm With Cosine Similarity and a Horizon Factor. - Xinyou Lin; Yunliang Tang; Binhao Zhou (IEEE Trans. Intell. Transp. Syst., 2022)

Intelligent Energy Management Strategy Based on an Improved Reinforcement Learning Algorithm With Exploration Factor for a Plug-in PHEV. - Xinyou Lin; Kuncheng Zhou; Liping Mo; Hailin Li (IEEE Trans. Intell. Transp. Syst., 2022)

Autonomous Vehicles Lane-Changing Trajectory Planning Based on Hierarchical Decoupling. - Xinyou Lin; Tianfeng Wang; Songrong Zeng; Zhiyong Chen; Liping Xie (IEEE Trans. Intell. Transp. Syst., 2024)

A velocity adaptive steering control strategy of autonomous vehicle based on double deep Q-learning network with varied agents. - Xinyou Lin; Jiawang Huang; Biao Zhang; Binhao Zhou; Zhiyong Chen (Eng. Appl. Artif. Intell., 2025)

Battery Degradation Oriented Active Control Strategy by Using a Reinforcement Learning Algorithm in Hybrid Energy Storage System. - Xinyou Lin; Hao Huang; Xinhao Xu (IEEE Trans. Ind. Electron., 2025)