Qi Yan

Digital twin-enabled dynamic scheduling with preventive maintenance using a double-layer Q-learning algorithm

Qi Yan, Hongfeng Wang, Fang Wu · Computers & Operations Research · 2022 · 136 citations

Engineering, Industrial Engineering, Machine Learning +14

Integrated scheduling and flexible maintenance in deteriorating multi-state single machine system using a reinforcement learning approach

Hongfeng Wang, Qi Yan, Shuzhu Zhang · Advanced Engineering Informatics · 2021 · 69 citations

Engineering, Industrial Engineering, Systems Engineering +16

Deep Reinforcement Learning for Distributed Flow Shop Scheduling with Flexible Maintenance

Qi Yan, Wenbin Wu, Hongfeng Wang · Machines · 2022 · 50 citations · Full text

Management, Industrial Engineering, Manufacturing Engineering +17

Double-Layer Q-Learning-Based Joint Decision-Making of Dual Resource-Constrained Aircraft Assembly Scheduling and Flexible Preventive Maintenance

Qi Yan, Hongfeng Wang · IEEE Transactions on Aerospace and Electronic Systems · 2022 · 34 citations

Management, Industrial Engineering, Operations Management +17

Blockchain-secured multi-factory production with collaborative maintenance using Q learning-based optimisation approach

Hongfeng Wang, Qi Yan, Junwei Wang · International Journal of Production Research · 2021 · 28 citations

Engineering, Manufacturing Engineering, Operations Management +16