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 · 210 citations

Artificial Intelligence, Engineering, Deep Reinforcement +12

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

Yong Gui, Dunbing Tang, Haihua Zhu et al. · Computers & Industrial Engineering · 2023 · 153 citations

Artificial Intelligence, Job Scheduler, Engineering +10

Multi-agent reinforcement learning for online scheduling in smart factories

Tong Zhou, Dunbing Tang, Haihua Zhu et al. · Robotics and Computer-Integrated Manufacturing · 2021 · 124 citations

Engineering, Multi-agent Reinforcement, Automation +4

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 · 121 citations

Engineering, Deep Learning, Predictive Maintenance +8

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 · 88 citations

Software Maintenance, Web Service Specification, Engineering +11