发表论文 1、Liu Z, Cheng Y, Pan C, et al. An adaptive optimization method for reliable encapsulation of manufacturing service based on a graph convolution network with multi-dimensional feature fusion[J]. Expert Systems with Applications, 2025, 297: 129322. (SCI中科院一区TOP, IF: 9.4) 2、Liu Z, Zhang Z, Luo X, et al. An adaptive recognition method for reliable collaboration of manufacturing services based on edge-aggregated graph convolutional network[J/OL]. International Journal of Production Research, 2025. DOI: 10.1080/00207543.2025.2606121. (SCI中科院二区TOP, IF: 8.7) 3、Liu Z, Zeng Z, Tang H, et al. A novel cascade effect integrated graph convolutional network for reliable collaboration optimization of manufacturing service towards mass personalized PCB production[J]. Applied Soft Computing, 2026, 201: 115579. (SCI中科院二区TOP, IF: 7.8) 4、Luo X, Pan C, Liu Z*, et al. A novel multi-agent reinforcement learning framework for robust exception handling of manufacturing service collaboration based on asymmetric information[J]. Journal of Manufacturing Systems, 2025, 79: 364-382. (SCI中科院一区TOP, IF: 14.9) 5、Pan C, Yu T, Liu Z*, et al. R-DMDQN: A rule embedding based dynamic multi-objective deep Q-network for mass-individualized production scheduling of printed circuit board[J]. Journal of Manufacturing Systems, 2025, 79: 466-483. (SCI中科院一区TOP, IF: 14.9) 知识产权 刘正超；曾志豪；一种制造服务的个性化配置方法和系统，2025-05-09，中国，CN202410149949.1； 杨志杰；刘正超；一种柔性制造车间优化调度方法及设备，2022-10-28，中国，CN202010676577.X； 郭顺生；刘正超；龙门起重机运行机构制动性能检测装置及方法，2017-08-24，中国，ZL201710737529.5； |
