Haihua Zhu

Dynamic job shop scheduling based on deep reinforcement learning for multi-agent manufacturing systems

Yi Zhang, Haihua Zhu, Dunbing Tang et al. · Robotics and Computer-Integrated Manufacturing · 2022 · 239 citations

Management, Industrial Engineering, Manufacturing Engineering +15

Dynamic scheduling for flexible job shop using a deep reinforcement learning approach

Yong Gui, Dunbing Tang, Haihua Zhu et al. · Computers & Industrial Engineering · 2023 · 170 citations

Management, Industrial Engineering, Operations Management +15

Multi-agent reinforcement learning for online scheduling in smart factories

Tong Zhou, Dunbing Tang, Haihua Zhu et al. · Robotics and Computer-Integrated Manufacturing · 2021 · 136 citations

Computing, Industrial Engineering, Machine Learning +15

Probing an intelligent predictive maintenance approach with deep learning and augmented reality for machine tools in IoT-enabled manufacturing

Changchun Liu, Haihua Zhu, Dunbing Tang et al. · Robotics and Computer-Integrated Manufacturing · 2022 · 131 citations

Engineering, Computer Science, Manufacturing Engineering +17

A Web-based Product Service System for aerospace maintenance, repair and overhaul services

Haihua Zhu, James Gao, Dongbo Li et al. · Computers in Industry · 2012 · 90 citations

Engineering, Aerospace Engineering, Systems Engineering +16