An Orthogonal Multi-Swarm Cooperative PSO Algorithm with a Particle Trajectory Knowledge Base. - Jun Yang; Haihua Zhu 001; Yingcong Wang (Symmetry, 2017)

An Adaptive Real-Time Scheduling Method for Flexible Job Shop Scheduling Problem With Combined Processing Constraint. - Haihua Zhu 001; Ming Chen; Zequn Zhang; Dunbing Tang (IEEE Access, 2019)

An improved hybrid particle swarm optimization for multi-objective flexible job-shop scheduling problem. - Yi Zhang 136; Haihua Zhu 001; Dunbing Tang (Kybernetes, 2020)

A Novel Predictive Maintenance Method Based on Deep Adversarial Learning in the Intelligent Manufacturing System. - Changchun Liu 002; Dunbing Tang; Haihua Zhu 001; Qingwei Nie (IEEE Access, 2021)

Reinforcement Learning With Composite Rewards for Production Scheduling in a Smart Factory. - Tong Zhou; Dunbing Tang; Haihua Zhu 001; Liping Wang 017 (IEEE Access, 2021)

A flexible configuration method of distributed manufacturing resources in the context of social manufacturing. - Yi Zhang 136; Dunbing Tang; Haihua Zhu 001; Shipei Li; Qingwei Nie (Comput. Ind., 2021)

Probing an intelligent predictive maintenance approach with deep learning and augmented reality for machine tools in IoT-enabled manufacturing. - Changchun Liu 002; Haihua Zhu 001; Dunbing Tang; Qingwei Nie; Tong Zhou; Liping Wang 017; Yejia Song (Robotics Comput. Integr. Manuf., 2022)

Dynamic job shop scheduling based on deep reinforcement learning for multi-agent manufacturing systems. - Yi Zhang 136; Haihua Zhu 001; Dunbing Tang; Tong Zhou; Yong Gui (Robotics Comput. Integr. Manuf., 2022)

Chinese Entity Recognition for Cloud Manufacturing Knowledge Graph Construction. - Long Ding; Yi Zhang 136; Haihua Zhu 001; Dunbing Tang (CRC, 2023)

A transfer learning CNN-LSTM network-based production progress prediction approach in IIoT-enabled manufacturing. - Changchun Liu 002; Haihua Zhu 001; Dunbing Tang; Qingwei Nie; Shipei Li; Yi Zhang 136; Xuan Liu (Int. J. Prod. Res., 2023)

Dynamic scheduling for flexible job shop using a deep reinforcement learning approach. - Yong Gui; Dunbing Tang; Haihua Zhu 001; Yi Zhang 136; Zequn Zhang (Comput. Ind. Eng., 2023)

Collaborative dynamic scheduling in a self-organizing manufacturing system using multi-agent reinforcement learning. - Yong Gui; Zequn Zhang; Dunbing Tang; Haihua Zhu 001; Yi Zhang 136 (Adv. Eng. Informatics, 2024)

An MBD-driven order remaining completion time prediction method based on SSA-BiLSTM in the IoT-enabled manufacturing workshop. - Haihua Zhu 001; Jianjie Wang; Changchun Liu 002; Wei Shi; Qixiang Cai (Int. J. Prod. Res., 2024)

An augmented reality-assisted interaction approach using deep reinforcement learning and cloud-edge orchestration for user-friendly robot teaching. - Changchun Liu 002; Dunbing Tang; Haihua Zhu 001; Qingwei Nie; Wei Chen 139; Zhen Zhao (Robotics Comput. Integr. Manuf., 2024)

Dynamic decision-making for knowledge-enabled distributed resource configuration in cloud manufacturing considering stochastic order arrival. - Yi Zhang 136; Zequn Zhang; Yuqian Lu; Haihua Zhu 001; Dunbing Tang (Robotics Comput. Integr. Manuf., 2024)

Probing a novel machine tool fault reasoning and maintenance service recommendation approach through data-knowledge empowered LLMs integrated with AR-assisted maintenance guidance. - Changchun Liu 002; Jiaye Song; Dunbing Tang; Liping Wang 017; Haihua Zhu 001; Qixiang Cai (Adv. Eng. Informatics, 2025)

Enhancing machine tool predictive maintenance: A dual-model approach integrating improved deep autoencoders and graph attention network. - Changchun Liu 002; Dunbing Tang; Haihua Zhu 001; Qixiang Cai; Zequn Zhang; Qingwei Nie (Comput. Ind. Eng., 2025)

Vision language model-enhanced embodied intelligence for digital twin-assisted human-robot collaborative assembly. - Changchun Liu 002; Dunbing Tang; Haihua Zhu 001; Zequn Zhang; Liping Wang 017; Yi Zhang 136 (J. Ind. Inf. Integr., 2025)

A Large language model-based multi-agent manufacturing system for intelligent shopfloors. - Zhen Zhao; Dunbing Tang; Changchun Liu 002; Liping Wang 017; Zequn Zhang; Haihua Zhu 001; Kai Chen; Qingwei Nie; Yuchen Ji (Adv. Eng. Informatics, 2026)

Digital-twin-based reinforcement learning method for flexible assembly job-shop scheduling with dynamic material kitting. - Tairan Fu; Haihua Zhu 001 (Comput. Ind. Eng., 2026)

From insight to autonomous execution: VLM-enhanced embodied agents towards digital twin-assisted human-robot collaborative assembly. - Changchun Liu 002; Jiaye Song; Dunbing Tang; Liping Wang 017; Haihua Zhu 001; Qixiang Cai (Robotics Comput. Integr. Manuf., 2026)

Probing AR-assisted seamless HRC assembly for industry 5.0: Multi-modal mutual cognition and LLM-driven knowledge reasoning. - Ye Ma; Dunbing Tang; Haihua Zhu 001; Qixiang Cai; Zequn Zhang; Liping Wang 017; Changchun Liu 002 (Robotics Comput. Integr. Manuf., 2026)