Haihua Zhu

22 papers Journal 21Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Large language model-based multi-agent manufacturing system for intelligent shopfloors.
Adv. Eng. Informatics
Zhen Zhao, Dunbing Tang, Changchun Liu, Liping Wang, Zequn Zhang, Haihua Zhu, Kai Chen, Qingwei Nie, Yuchen Ji
2026 J jnl
Digital-twin-based reinforcement learning method for flexible assembly job-shop scheduling with dynamic material kitting.
Comput. Ind. Eng.
Tairan Fu, Haihua Zhu
2026 J jnl
From insight to autonomous execution: VLM-enhanced embodied agents towards digital twin-assisted human-robot collaborative assembly.
Robotics Comput. Integr. Manuf.
Changchun Liu, Jiaye Song, Dunbing Tang, Liping Wang, Haihua Zhu, Qixiang Cai
2026 J jnl
Probing AR-assisted seamless HRC assembly for industry 5.0: Multi-modal mutual cognition and LLM-driven knowledge reasoning.
Robotics Comput. Integr. Manuf.
Ye Ma, Dunbing Tang, Haihua Zhu, Qixiang Cai, Zequn Zhang, Liping Wang, Changchun Liu
2025 J jnl
Enhancing machine tool predictive maintenance: A dual-model approach integrating improved deep autoencoders and graph attention network.
Comput. Ind. Eng.
Changchun Liu, Dunbing Tang, Haihua Zhu, Qixiang Cai, Zequn Zhang, Qingwei Nie
2025 J jnl
Probing a novel machine tool fault reasoning and maintenance service recommendation approach through data-knowledge empowered LLMs integrated with AR-assisted maintenance guidance.
Adv. Eng. Informatics
Changchun Liu, Jiaye Song, Dunbing Tang, Liping Wang, Haihua Zhu, Qixiang Cai
2025 J jnl
Vision language model-enhanced embodied intelligence for digital twin-assisted human-robot collaborative assembly.
J. Ind. Inf. Integr.
Changchun Liu, Dunbing Tang, Haihua Zhu, Zequn Zhang, Liping Wang, Yi Zhang
2024 J jnl
An MBD-driven order remaining completion time prediction method based on SSA-BiLSTM in the IoT-enabled manufacturing workshop.
Int. J. Prod. Res.
Haihua Zhu, Jianjie Wang, Changchun Liu, Wei Shi, Qixiang Cai
2024 J jnl
An augmented reality-assisted interaction approach using deep reinforcement learning and cloud-edge orchestration for user-friendly robot teaching.
Robotics Comput. Integr. Manuf.
Changchun Liu, Dunbing Tang, Haihua Zhu, Qingwei Nie, Wei Chen, Zhen Zhao
2024 J jnl
Collaborative dynamic scheduling in a self-organizing manufacturing system using multi-agent reinforcement learning.
Adv. Eng. Informatics
Yong Gui, Zequn Zhang, Dunbing Tang, Haihua Zhu, Yi Zhang
2024 J jnl
Dynamic decision-making for knowledge-enabled distributed resource configuration in cloud manufacturing considering stochastic order arrival.
Robotics Comput. Integr. Manuf.
Yi Zhang, Zequn Zhang, Yuqian Lu, Haihua Zhu, Dunbing Tang
2023 J jnl
A transfer learning CNN-LSTM network-based production progress prediction approach in IIoT-enabled manufacturing.
Int. J. Prod. Res.
Changchun Liu, Haihua Zhu, Dunbing Tang, Qingwei Nie, Shipei Li, Yi Zhang, Xuan Liu
2023 — conf
Chinese Entity Recognition for Cloud Manufacturing Knowledge Graph Construction.
CRC
Long Ding, Yi Zhang, Haihua Zhu, Dunbing Tang
2023 J jnl
Dynamic scheduling for flexible job shop using a deep reinforcement learning approach.
Comput. Ind. Eng.
Yong Gui, Dunbing Tang, Haihua Zhu, Yi Zhang, Zequn Zhang
2022 J jnl
Dynamic job shop scheduling based on deep reinforcement learning for multi-agent manufacturing systems.
Robotics Comput. Integr. Manuf.
Yi Zhang, Haihua Zhu, Dunbing Tang, Tong Zhou, Yong Gui
2022 J jnl
Probing an intelligent predictive maintenance approach with deep learning and augmented reality for machine tools in IoT-enabled manufacturing.
Robotics Comput. Integr. Manuf.
Changchun Liu, Haihua Zhu, Dunbing Tang, Qingwei Nie, Tong Zhou, Liping Wang, Yejia Song
2021 J jnl
A Novel Predictive Maintenance Method Based on Deep Adversarial Learning in the Intelligent Manufacturing System.
IEEE Access
Changchun Liu, Dunbing Tang, Haihua Zhu, Qingwei Nie
2021 J jnl
A flexible configuration method of distributed manufacturing resources in the context of social manufacturing.
Comput. Ind.
Yi Zhang, Dunbing Tang, Haihua Zhu, Shipei Li, Qingwei Nie
2021 J jnl
Reinforcement Learning With Composite Rewards for Production Scheduling in a Smart Factory.
IEEE Access
Tong Zhou, Dunbing Tang, Haihua Zhu, Liping Wang
2020 J jnl
An improved hybrid particle swarm optimization for multi-objective flexible job-shop scheduling problem.
Kybernetes
Yi Zhang, Haihua Zhu, Dunbing Tang
2019 J jnl
An Adaptive Real-Time Scheduling Method for Flexible Job Shop Scheduling Problem With Combined Processing Constraint.
IEEE Access
Haihua Zhu, Ming Chen, Zequn Zhang, Dunbing Tang
2017 J jnl
An Orthogonal Multi-Swarm Cooperative PSO Algorithm with a Particle Trajectory Knowledge Base.
Symmetry
Jun Yang, Haihua Zhu, Yingcong Wang