复杂系统与数字孪生学术团队成员研究领域学科交叉，横跨管理学科及机械工程学科，针对智慧城市轨道交通系统、智能制造/服务系统等国家战略迫切需求的新兴产业，主要从事大数据、数字孪生、智能优化等先进技术在这些领域的学术及应用研究工作，取得了一系列具有学术意义和工程应用价值的研究成果。 

本团队目前拥有教授1名、副教授1名、讲师1名，在读博士、硕士研究生20多名。近5年以来，共发表SCI检索期刊论文50余篇，承担各类科研项目30余项。

（1）面向城市轨道交通运营网络的数字孪生建模

（2）大数据驱动的轨道交通系统智能诊断与健康管理

（3）基于智能优化算法的生产运营网络协同调度

（4）数智化物流供应链优化

（5）云计算资源配置

（6）服务系统设计与优化

[1]朱晓敏(1/11); 基于可追溯对象标识符技术的智能可信供应链信息协同平台, 中国物流与采购联合会科技进步奖, 省部级一等奖, 2023

[2]朱晓敏(1/9); 基于多类型机器人协同的无人仓储数智集成系统, 中国物流与采购联合会科技进步奖，省部级二等奖, 2022

[3]朱晓敏等; 城市轨道交通地铁站全要素场景建模软件V1.0, 2022SR1199330, 原始取得, 全部权利, 2022-8-19 (软件著作权)

[4]巩思茜等(10/15); 基于AI和机理模型的数控机床精密加工智能优化与控制技术, 中国仪器仪表学会, 科技进步, 省部二等奖, 2022

（1）北京市自然科学基金（联合基金）重点研究专题：面向城市轨道交通运营网络的数字孪生建模与在线预测方法研究

（2）国家自然科学基金（青年基金）：基于5G和云计算机械加工过程数字孪生系统数据采集策略与优化研究

（3）国家重点实验室开放课题：云制造环境下智能加工过程数据采集策略研究

（4）装备发展基金：基于实时态势的智能化任务规划技术研究

（5）航空基金：不确定威胁环境下无人机航路规划基础理论关键技术研究 

（6）广东省重点研发计划：基于数智化物流供应链的智能预测系统研发及应用

（7）高校委托项目：围捕行为启发的集群任务规划及调度算法研究

（8）高校委托项目：无人机指挥控制仿真技术研究

（9）院所委托项目：面向侦察搜索混合任务的关键技术研究

（10）院所委托项目：需求模式分析工具

（11）院所委托项目：无人机多机自主协同及编队飞行控制技术

（12）院所委托项目：编队无人机任务规划仿真研究

（13）企业委托项目：大数据技术在轨道交通领域的应用

[1] Qianxia Ma, Xiaomin Zhu, Qian Pu, et al. A method based on q-rung orthopair fuzzy cognitive map and TOPSIS method for failure mode and effect analysis considering risk causal relationships. Engineering Failure Analysis, 2024, 158:107970.

[2] Jinsheng Gao, Xiaomin Zhu, Runtong Zhang. Scheduling for trial production with a parallel machine and multitasking scheduling model. Applied Intelligence, 2023, 53: 26907-26926.

[3] Qianxia Ma, Xiaomin Zhu, Kaiyuan Bai, et al. A novel failure mode and effect analysis method with spherical fuzzy entropy and spherical fuzzy weight correlation coefficient. Engineering Applications of Artificial Intelligence, 2023, 122: 106163.

[4] Cui Shang, Runtong Zhang, Xiaomin Zhu. An adaptive consensus model in large-scale group decision making with noncooperative and compromising behaviors. Applied Soft Computing Journal, 2023, 149: 110944.

[5] Xiangkun Zhao, Xiaomin Zhu, Kaiyuan Bai, et al. A novel failure mode and effect analysis method using a flexible knowledge acquisition framework based on picture fuzzy sets. Engineering Applications of Artificial Intelligence, 2023, 117: 105625.

[6] Yingtao Ren, Xiaomin Zhu, Kaiyuan Bai, et al. A new random forest ensemble of intuitionistic fuzzy decision trees. IEEE Transactions on Fuzzy Systems, 2023, 31(5): 1729-1741.

[7] Cui Shang, Runtong Zhang, Xiaomin Zhu. The influence of social embedding on belief system and its application in online public opinion guidance. Physica A: Statistical Mechanics and its Applications, 2023, 623: 128875.

[8] Jinsheng Gao, Xiaomin Zhu, Runtong Zhang. Optimization of parallel test task scheduling with constraint satisfaction. Journal of Supercomputing, 2023, 79(7): 7206-7227.

[9] Cui Shang, Runtong Zhang, Xiaomin Zhu, et al. An adaptive consensus method based on feedback mechanism and social interaction in social network group decision making. Information Sciences, 2023, 625: 430-456.

[10] Siqian Gong, Xiaomin Zhu, Runtong Zhang, Haomei Zhao, Chao Guo. An Intelligent Resource Management Solution for Hospital Information System Based on Cloud Computing Platform, IEEE Transactions on Reliability, 2023.3, 72(1): 329-342.

[11] Kaiyuan Bai, Xiaomin Zhu, Shiping Wen, et al. Broad learning based dynamic fuzzy inference system with adaptive structure and interpretable fuzzy rules. IEEE Transactions on Fuzzy Systems, 2022, 30(8): 3270-3283.

[12] Qian Pu, Xiaomin Zhu, Runtong Zhang, et al. Multiobjective optimization on the operation speed profile design of an urban railway train with a hybrid running strategy. IEEE Intelligent Transportation Systems Magazine, 2022, 14(4): 230-243.

[13] Jinsheng Gao, Xiaomin Zhu, and Runtong Zhang. A branch-and-price approach to the multitasking scheduling with batch control on parallel machines. International Transactions in Operational Research, 2022, 29(6):3464-3485.

[14] Siqian Gong, Xiaomin Zhu, Yao Sun, Benjia Tang, Zhipeng Su. Experimental research on surface characteristics and subsurface damage behavior of monocrystal sapphire induced by helical micro abrasive tools, Ceramics International, 2022, 48(15): 21459-21472. 

[15] Siqian Gong, Yao Sun. Experimental Study on Forming Consistent Accuracy And Tool Electrode Wear Involved in Fabricating Array Microelectrodes And Array Micro Holes Using Electrical Discharge Machining, Journal of Manufacturing Processes, 2022, 79(2022): 126-141.

[16] Yang Liu; Xiao-Yi Zhang. Adaptive random testing for Multi-Agent Path Finding systems, IEEE Transactions on Reliability, 2022, 71(1): 295-308.

[17] Xiaohui Wan, Zheng Zheng, Yang Liu. SPE2: Self-paced ensemble of ensembles for software defect prediction, IEEE Transactions on Reliability, 2022, 71(2): 865-879.

[18] Yang Liu, Zheng Zheng, Fangyun Qin, Xiaoyi Zhang; Haonan Yao. A residual convolutional neural network based approach for optimal real-time path planning, Knowledge-Based Systems, 2022, 242. 

[19] Jinsheng Gao, Xiaomin Zhu, Kaiyuan Bai, et al. New controllable processing time scheduling with subcontracting strategy for no-wait job shop problem. International Journal of Production Research, 2021(7): 1-21.

[20] Yang Liu, Zheng Zheng, Fangyun Qin. Homotopy based optimal configuration space reduction for anytime robotic motion planning, Chinese Journal of Aeronautics, 2021, 34(1): 364-379. 

[21] Kaiyuan Bai, Xiaomin Zhu, Jun Wang, et al. Power partitioned Heronian mean operators for q-rung orthopair uncertain linguistic set with their application to multi-attribute group decision making. International Journal of Intelligent Systems, 2020, 35(1): 3-37.

[22] Qian Pu, Xiaomin Zhu, Runtong Zhang, et al. Speed profile tracking by an adaptive controller for subway train based on neural network and PID algorithm. IEEE Transactions on Vehicular Technology, 2020, 69(10): 10656-10667.

[23] Siqian Gong, Yao Sun, Liya Jin, Zhipeng Su. Experimental Study on Fabricating Micro-holes in DD5 Single-crystal Nickel-based Superalloy Using Electrical Discharge Drilling, Archives of Civil and Mechanical Engineering, 2020, 20(87): 1-16.

[24] Siqian Gong, Fantao Meng, Yao Sun, Zhipeng Su, Liya Jin. Experimental Study on fabricating Ball Micro End Mill with Spiral Blades by Low Speed Wire Electrical Discharge Machining, The International Journal of Advanced Manufacturing Technology, 2020, 108: 2541-2558.