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Dynamic-static knowledge graph enhanced LLM reasoning for intelligent process planning in steel manufacturin
Author: Chen, Yuxuan; Rao, Jiangping; Zeng, Yonglong; Zha, Meng; Yan, Wei; Jiang, Zhigang; Liu, Ying
Journal: JOURNAL OF MANUFACTURING SYSTEMS. 2026; Vol. 86, Issue , pp. 203-217. DOI: 10.1016/j.jmsy.2026.03.007
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Industrial-grade trustworthy embodied system for power battery disassembly based on the disassembly NeuroSymbolic World Mode
Author: Peng, Yanlong; Wang, Zhigang; Zhang, Yuping; Chang, Pengxu; He, Ziwen; Chen, Ming
Journal: JOURNAL OF MANUFACTURING SYSTEMS. 2026; Vol. 86, Issue , pp. 247-263. DOI: 10.1016/j.jmsy.2026.03.008
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Improved GA-based scheduling of a flexible job shop for large components considering the interference between multiple crane
Author: Pan, Jiayu; Wang, Dong; Wang, Liping; Li, Xuekun
Journal: JOURNAL OF MANUFACTURING SYSTEMS. 2026; Vol. 86, Issue , pp. 120-140. DOI: 10.1016/j.jmsy.2026.03.006
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Smart reconfigurable manufacturing towards Industry 5.
Author: Li, Xingyu; Gu, Xi; Huang, Sihan; Wang, Baicun; Leng, Jiewu; Wang, Lihui
Journal: JOURNAL OF MANUFACTURING SYSTEMS. 2026; Vol. 86, Issue , pp. 178-202. DOI: 10.1016/j.jmsy.2026.02.023
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Reinforcement learning for energy-efficient multi-objective dynamic planning of hot rolling productio
Author: Che, Gelegen; Zhao, Shengnan; Zhao, Guodong; Zhang, Yanyan
Journal: JOURNAL OF MANUFACTURING SYSTEMS. 2026; Vol. 86, Issue , pp. 356-375. DOI: 10.1016/j.jmsy.2026.03.012
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Digital twin-driven key events and product quality prediction for time-varying manufacturing syste
Author: Xiang, Feng; Cheng, Cong; Chen, Baotong; Ai, Ye; Qi, Qinglin; Tao, Fei
Journal: JOURNAL OF MANUFACTURING SYSTEMS. 2026; Vol. 86, Issue , pp. 417-434. DOI: 10.1016/j.jmsy.2026.03.015
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CPDTeam: A KG-RAG-CoT dual-driven and deep reinforcement learning-augmented multi-agent framework for intelligent collaborative product developmen
Author: Li, Yupeng; Wang, Zhe; Lian, Xiaozhen; Lyu, Guolin; Ye, Zhuang
Journal: JOURNAL OF MANUFACTURING SYSTEMS. 2026; Vol. 86, Issue , pp. 492-515. DOI: 10.1016/j.jmsy.2026.03.017
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Interpretable data-driven framework with multi-scale residual correction and SHAP analysis for strip profile prediction in hot rolling steel industr
Author: Li, Jingdong; Wang, Huimin; Shao, Jian; Liu, Yuanming; Wang, Xiaochen; Wang, Haiyu; Yang, Quan; Guo, Ao; Qie, Haotang
Journal: JOURNAL OF MANUFACTURING SYSTEMS. 2026; Vol. 86, Issue , pp. 472-491. DOI: 10.1016/j.jmsy.2026.03.021