教授
电子邮箱：drl@tju.edu.cn
研究方向：大数据分析与智能决策，智能制造与服务，数字产品与服务创新，客户需求分析，数字化转型与数字生态
窦润亮博士，天津大学信息管理与管理科学系、教授、博导。兼任中国机械工程学会工业工程分会秘书长，全球华人工业工程与物流管理院系主任联席会秘书长，中国机械工程学会工业大数据与智能系统分会委员，亚太工业工程与管理学会(APIEMS)Board Member。主要从事数字化转型路径及相关技术、工业大数据分析与决策研究、智能制造与服务。
在国外高水平期刊如 International Journal of Production Economics，International Journal of Production Research, Computers & Industrial Engineering, Knowledge-Based Systems, Applied Soft Computing, Expert Systems with Applications以及国内期刊《管理科学学报》等发表学术论文50余篇，并拥有发明专利、软件著作权在内的多项知识产权。
多次组织国际学术交流活动并在数个国际学术会议中担任General Co-Chair、International Program Committee Chair或Organizing Committee Chair。与台湾清华大学、香港科技大学、南洋理工大学、名古屋大学、悉尼科技大学、南加州大学、路易斯安那州立大学等相关领域教授有密切学术合作与交流。
在Computers & Industrial Engineering、International Journal of Computational Intelligence Systems等多个国际期刊里担任领域编辑，国际丛书《Atlantis Highlights in Intelligent Systems》担任主编，国际期刊International Journal of Industrial Engineering TAP 担任副主编。在Applied Soft Computing、Computers & Industrial Engineering、Journal of Intelligent Manufacturing、International Journal of Industrial Engineering TAP等国际知名期刊以Guest Editor推出相关领域专刊。
[1] 中国机械工程学会工业工程分会秘书长
[2] 中国机械工程学会工业大数据与智能系统分会委员
[3] 亚太工业工程与管理学会(APIEMS)Board Member
[1] 领域编辑，Computers & Industrial Engineering(IF=7.18)
[2] 副主编，International Journal of Industrial Engineering: TAP
[3] 领域编辑，International Journal of Computational Intelligence Systems(IF=2.26)
[4] 主编，the conference series 《Atlantis Highlights in Intelligent Systems》
[5] 编委，《工业工程与管理》、《工业工程》
[6] 特约通讯专家，Frontiers of Engineering Management(《工程管理前沿》英文刊，中国工程院院刊)
[7] Managing Guest Editor, Computers & Industrial Engineering Special Issue on Data-driven value chain digital ecosystem of Manufacturing Enterprises, 2023.
[8] Managing Guest Editor, Industrial Management & Data Systems Special Issue on Value Chain Collaboration for Complicated Product Innovation and Manufacturing Excellence by Industrial Data-driven Modling and Optimization, 2022.
[9] 客座编辑, Computers & Industrial Engineering Special Issue on Applications of New Industrial Engineering Methodologies，2021
[10] 客座编辑, Journal of Intelligent Manufacturing Special Issue on Data-driven Design of Innovative Products and Services, 2019
[11] 客座编辑, International Journal of Industrial Engineering: TAP Special Issue on Data-driven Computational Intelligence in Industries Application, 2019
[12] 客座编辑, International Journal of Computational Intelligence Systems Special Issue on Industry Applications of Computational Intelligence, 2017
[13] 客座编辑, Computers & Industrial Engineering Special Issue on Smart Manufacturing, Innovative Product and Service Design to Empower Industry 4.0, 2017
[14] 客座编辑, Applied Soft Computing Special Issue on Applied Soft Computing for Smart Production to Empower Industry 4.0，2016
[15] 客座编辑, Computers & Industrial Engineering Special Issue on Manufacturing Intelligence and Automation in the Semiconductor Industry, 2015
[16] 客座编辑，International Journal of Computational Intelligence Systems Special Issue on Artificial Intelligence & Industrial Engineering, volume 7, 2014
[1] 程序委员会主席, 华人学者工业工程年会塈工业工程与物流管理院系主任联席会, 2012年至今
[2] 程序委员会主席, 中国工业工程年会, 2018年至今
[3] Secretary General, International Conference on Industrial Engineering and Engineering Management, 2009-Present
[4] International Program Committee Chair, 2023 International Conference on Smart Manufacturing, Industrial & Logistics Engineering (SMILE2023), Chengdu,2023
[5] Program Committee Chair, Annual International Conference for Chinese Scholars in Industrial Engineering (CSIE2020) and the 11th Forum for Council of Industrial Engineering and Logistics Management Department Heads (CIEDH2020), Zhuhai, 2020
[6] International Program Committee, the 49th International Conference on Computers & Industrial engineering (CIE49), Beijing, 2019
[7] International Program Committee Chair, 2019 IEEE International Conference on Smart Manufacturing, Industrial & Logistics Engineering & 2019 International Symposium on Semiconductor Manufacturing Intelligence (SMILE&ISMI2019), Hangzhou, 2019
[8] International Program Committee, the 48th International Conference on Computers & Industrial engineering (CIE48), Auckland, 2018
[9] International Program Committee Chair, 2018 IEEE International Conference on Smart Manufacturing, Industrial & Logistics Engineering (SMILE 2018)& 2018 International Symposium on Semiconductor Manufacturing Intelligence (ISMI2018), Hsinchu, 2018
[10] International Program Committee, the 47th International Conference on Computers & Industrial engineering (CIE47), Lisbon, 2017
[11] Organizing Committee Chair, the 46th International Conference on Computers & Industrial Engineering (CIE46), Tianjin, 2016
[12] Organizing Committee Co-Chair, 2016 International Symposium on Semiconductor Manufacturing Intelligence (ISMI2016), Hsinchu, 2016
[13] International Program Committee & Session Chair, the 45th International Conference on Computers & Industrial engineering (CIE45), France, 2015
[14] Session Chair, the 44th International Conference on Computers & Industrial engineering and 9th International Symposium on Intelligent Manufacturing and Service Systems (CIE44 & IMSS14), Turkey, 2014
[1] 订单驱动的离散型制造企业产业链网络风险管理与韧性提升，国家自然科学基金
[2] 智能制造价值链多维度集成方法研究，国家自科基金重大研究计划子课题
[3] 人工智能驱动制造型企业服务化转型升级路径研究，国家社科基金
[4] 工信部2020年工业工程与精益质量提升专项,工业和信息化部
[5] 工业大数据分析技术研究及其在故障诊断中的应用，天津市科技局
[6] 大规模定制下复杂产品配置设计交互协同优化研究，国家自然科学基金
[7] 规模定制下基于遗传算法的复杂产品配置器研究，教育部博士点基金新教师项目，主持
[8] 面向智能制造价值链的生产自组织协同机理与管理方法, 国家自然科学基金委员会, 重大研究计划, 参与
[1] 面向燃气场站安全的人机融合智能测量与评价，企业课题
[2] 基于客户需求分析的制造业企业数字化转型路径研究，企业课题
[3] 工业大数据赋能制造业绿色供应链整合路径研究，企业课题
[4] 数据驱动的制造业产业链绿色低碳转型路径研究，企业课题
[5] 城市更新数字化系统平台建设，企业课题
[6] 某公司发展战略规划与集团公司管控体系设计，企业课题
[7] 某区域人工智能产业规划发展战略，企业课题
[1] Dou R, Liu X, Hou Y, et al. Mitigating closed-loop supply chain risk through assessment of production cost, disruption cost, and reliability[J]. International Journal of Production Economics, 2024, 270: 109174.
[2] Dou R, Zhuang G, Liu X, et al. Potential of AI for service performance of manufacturers: Analytical and empirical insights[J]. Advanced Engineering Informatics, 2024, 60: 102383.
[3] Dou R, Nan G, Wei Z, et al. Value co-creation in group enterprises: an evolutionary game theory-based analysis[J]. International Journal of Production Research, 2024: 1-25.
[4] Dou R, Liu X, Lin K Y, et al. Internal-and external-sourcing strategy analysis of group manufacturing enterprises under semiconductor supply chain disruption risk[J]. International Journal of Production Economics, 2024: 109368.
[5] Zheng C, Li Y, Dou R. Who should own the data? The impact of data value creation on data ownership[J]. Computers & Industrial Engineering, 2024, 190: 110093.
[6] Xu C, Liu F, Zhou Y, Dou R, et al. Manufacturers' emission reduction investment strategy under carbon cap-and-trade policy and uncertain low-carbon preferences[J]. Industrial Management & Data Systems, 2023, 123(10): 2522-2550.
[7] Dou R, Hou Y, Lin K Y, et al. Transforming Digital Value Chain Ecosystems for Dual-Carbon Target: An Exploration of the BDS-RAS Framework[J]. Computers & Industrial Engineering, 2023: 109861.
[8] Dou R, Hou Y, Wei Y, et al. Dual carbon oriented optimization method for manufacturing industry chain based on BP neural network and clonal selection algorithm[J]. Applied Soft Computing, 2023, 148: 110887.
[9] Feng N, Zhang Y, Ren B, Dou R. How Industrial Internet Platforms guide high-quality information sharing for semiconductor manufacturing? An evolutionary game model[J]. Computers & Industrial Engineering, 2023, 183: 109449.
[10] Peng Y, Chen L, Dou R, et al. Service innovation decision for manufacturing enterprises based on a coopetition perspective[J]. Computers & Industrial Engineering, 2023, 183: 109496.
[11] Jing L, Zhen T, Xiaoxi W, Dou R. Equipment fault knowledge graph and inference method based on meta-learning[J]. Computer Integrated Manufacturing System, 2023, 29(11): 3600.
[12] Chen F, Lu A, Wu H, Dou R, et al. Optimal strategies on pricing and resource allocation for cloud services with service guarantees[J]. Computers & Industrial Engineering, 2022, 165: 107957.
[13] Dou R, Li W, Nan G, et al. How can manufacturers make decisions on product appearance design? A research on optimal design based on customers’ emotional satisfaction[J]. Journal of Management Science and Engineering, 2021, 6(2): 177-196.
[14] Dou R, Arslan O, Zhang C. Biased autoencoder for collaborative filtering with temporal signals[J]. Expert Systems with Applications, 2021, 186: 115775.
[15] Dou R, Huang R, Nan G, et al. Less diversity but higher satisfaction: An intelligent product configuration method for type-decreased mass customization[J]. Computers & Industrial Engineering, 2020, 142: 106336.
[16] Wei X, Nan G, Dou R, et al. Optimal business model for the monopolistic ride-hailing platform: Pooling, premier, or hybrid?[J]. Knowledge-Based Systems, 2020, 204: 106093.
[17] Dou R, Li W, Nan G. An integrated approach for dynamic customer requirement identification for product development[J]. Enterprise Information Systems, 2019, 13(4): 448-466.
[18] Dou R, Zhang Y, Nan G. Application of combined Kano model and interactive genetic algorithm for product customization[J]. Journal of Intelligent Manufacturing, 2019, 30(7): 2587-2602.
[19] Zhao H, Huang E, Dou R, et al. A multi-objective production planning problem with the consideration of time and cost in clinical trials[J]. Expert Systems with Applications, 2019, 124: 25-38.
[20] Guofang Nan, Qiwang Li, Runliang Dou, Jing Liu. Local positive and negative correlation-based k-labelsets for multi-label classification [J], Neurocomputing, 2018, 13:90-101
[21] Runliang Dou, Zhen He, Chia-Yu Hsu. Foreword: Smart Manufacturing, Innovative Product and Service Design to Empower Industry 4.0 [J], Computers & Industrial Engineering, 2018, 124:1-604
[22] Runliang Dou, Dandan Lin, Guofang Nan, Siyuan Lei. A method for product personalized design based on prospect theory improved with interval reference [J], Computers & Industrial Engineering, 2018, 125:708-719
[23] Jing Liu, Yacheng An, Runliang Dou, Haipeng Ji, Yankai Liu. Helical fault diagnosis model based on data-driven incremental mergence [J]. Computers & Industrial Engineering. 2018, 125:517-532
[24] Chen-Fu Chien, T. Warren Liao, Runliang Dou. Soft computing for smart production to empower industry 4.0[J], Applied Soft Computing, 2018, 68:833-834
[25] Runliang Dou, Chen-Fu Chien, Imed Kacem, Chia-Yu Hsu. Industry Applications of Computational Intelligence [J], International Journal of Computational Intelligence Systems, 2018, 11(1):803
[26] Jin Liu, Yacheng An, Runliang Dou, Haipeng Ji. Dynamic deep learning algorithm based on incremental compensation for fault diagnosis model [J]. International Journal of Computational Intelligence Systems. 2018, 11(1):846.
[27] Junwei Wang, Runliang Dou, R.R. Muddada, Wenjun Zhang. Management of a Holistic Supply Chain Network for Proactive Resilience: Theory and Case Study [J]. Computers & Industrial Engineering, 2018, 125: 668-677
[28] Guofang Nan, Shunyao Wang, Zhiyong Li, Runliang Dou. A Novel Pricing Strategy for Mobile Broadband Carriers Using Two-Stage Stackelberg Model [J]. Knowledge-Based Systems, 2018, 142: 45-57
[29] Guofang Nan, Jiaorong Yang, Runliang Dou. DO ONLY REVIEW CHARACTERISTICS AFFECT CONSUMERS’ONLINE BEHAVIORS? A STUDY OF RELATIONSHIP BETWEEN REVIEWS [J]. Journal of Electronic Commerce Research, 2017, 18 (4): 330-345
[30] Fuzan Chen, Harris Wu, Runliang Dou, Mingqiang Li. A high-dimensional classification approach based on class-dependent feature subspace [J]. Industrial Management & Data Systems 2017, 117 (10): 2325-2339
[31] Runliang Dou, Yubo Zhang, Guofang Nan. Iterative Product Design through Group Opinion Evolution [J], International Journal of Production Research, 2017, 55(13): 3886-3905
[32] Chen-Fu Chien, Runliang Dou, Wenhan Fu. Strategic Capacity Planning for Smart Production: Decision Modeling under Demand Uncertainty [J]. Applied Soft Computing, 2017, 68: 900-909
[33] Guofang Nan, Feihong Shi, Runliang Dou, Minqiang Li. Duopoly Pricing of Software Products under Free Strategy: Limited-feature vs. Seeding[J], Computers & Industrial Engineering, 2016, 100:13-23
[34] Runliang Dou, Chao Zong, Minqiang Li. An interactive genetic algorithm with the interval arithmetic based on hesitation and its application to achieve customer collaborative product configuration design [J]. Applied Soft Computing, 2016, 38: 384-394.
[35] Chen-Fu Chien, Chia-Yu Hsu, James R. Morrison, Runliang Dou, Semiconductor manufacturing intelligence and automation Foreword, Computers &Industrial Engineering，2016，99:315-317
[36] Runliang Dou, Yubo Zhang, Guofang Nan. Customer-oriented product collaborative customization based on design iteration for tablet personal computer configuration [J], Computers & Industrial Engineering, 2016, 99: 474–486
[37] Runliang Dou, Chao Zong, Guofang Nan. Multi-Stage Interactive Genetic Algorithm for Collaborative Product Customization [J]. Knowledge Based Systems, 2016, 92:43-54
[38] 窦润亮，郭均鹏，田祥龙，宗超.面向客户个性化需求的交互式遗传算法，管理科学学报, 2016，19(1)：24-34
[39] Fuzan Chen, Runliang Dou, Minqiang Li, Harris Wu. A flexible QoS-aware Web service composition method by multi-objective optimization in cloud manufacturing [J]. Computers & Industrial Engineering 2016, 99: 423–431
[40] Nan Feng, Xue Yu, Runliang Dou, Bingning Pan. Managing risk for business processes: A fuzzy based multi-agent system [J]. Journal of Intelligent and Fuzzy Systems, 2015, 29(6):2717-2726.
[41] Guofang Nan, Chao Zang, Runliang Dou. Pricing and Resource Allocation for Multimedia Social Network in Cloud Environments [J]. Knowledge Based System, 2015, 88(C):1-11
[42] Runliang Dou, Guofang Nan. Optimizing Sensor Network Coverage and Regional Connectivity in Industrial IoT Systems [J]. Systems Journal, IEEE 2015, PP (99):1-10.
[43] Runliang Dou, Chao Zong. Application of Interactive Algorithm Based on Hesitancy Degree [J]. International Journal of Computational Intelligence Systems, 2014, 7(2):74-84.
[44] Runliang Dou, Chao Zong, Minqiang Li. Application of an Interactive Genetic Algorithm in the Conceptual Design of Car Console [J] , WSEAS Transactions on Systems, 2014, 13(59): 596-605.
[45] Qian Li, Runliang Dou, Fuzan Chen, Guofang Nan. A QoS-oriented Web service composition approach based on multi-population genetic algorithm for Internet of things [J]. International Journal of Computational Intelligence Systems, 2014, 7(2):26-34.
[46] Runliang Dou, Chao Zong. An Empirical Study of Product Configuration Design Based GSA[C]. CIE2015-45th International Conference on Computers & Industrial Engineering, Metz, France, October 28-30, 2015
[47] Runliang Dou, Li Ting. Scheme selection of product energy-saving design based on data envelopment analysis [J]. Applied Mechanics and Materials.2011, (44-47): 2080-2084.
[48] Runliang Dou. Optimum design of 3-RRR planar parallel Manipulators [J]. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 2010, 224(2):411-418.
[49] Runliang Dou, Yang Guang. A Two-phase optimization study on strategic alliance partners selection of collaborative product design[C]. 2010 IEEE 17th International Conference on Industrial Engineering and Engineering Management, IE & EM 2010, 2010. 480-483.
[50] Zhuangsheng Zhu, Runliang Dou. Optimum design of 2-DOF parallel manipulators with actuation redundancy [J]. Mechatronics, 2009, 19 (5):761-766.
[51] Runliang Dou, Hui Zheng. Model of design for energy saving of products based on the integration of TRIZ/AD/QFD [C], IEEE 16th International Conference on Industrial Engineering and Engineering Management, 2009.171-175.
[52] Ying Lin, Liang Ge, Runliang Dou. Adaptive error-check solution [J]. Journal of Computer Applications, 2009, 29(1):5-8.
[53] Ying Lin, Xiaohui Jiang, Runliang Dou. Research on bag grain quantity recognition based on image recognition [J]. Application Research of Computers, 2009, 26(4) 1572-1574+1590.
[54] Runliang Dou, Hui Zheng. Initial Study of Products Design of Virtual Enterprise based on Mass Customization [J]. Chinese Agricultural Mechanization, 2008, (6):47-49.
[55] Runliang Dou, Xuan Wei, Hui Zheng. The architecture design of J2EE-based distributed cooperative CAD platform [C].2008 IEEE Symposium on Advanced Management of Information for Globalized Enterprises, AMIGE’08, Sept. 2008.274-278.
[56] Runliang Dou. Research on the integration of KBE and CAE for products flexible modular design [J].Manufacturing Automation, 2007, 29(1):54-57.
[57] Runliang Dou, Guofang Nan. Construction of Multi-level Clock Tree Based on Simulated Annealing [J].Computer Engineering, 2007, 33(20):1-3-7.
[58] Runliang Dou, Hui Zheng. A Model of Product Design and Development under MC and the Relevant Analysis Methodology [J]. Chinese Agricultural Mechanization, 2006, (2):48-49.
[1] 窦润亮; 侯彦超 ; 一种基于多链耦合的产业链韧性评估方法及系统, 2023-4-18, 中国, 2023104145278 (专利)
[2] 窦润亮; 魏怡鑫 ; 一种基于双碳目标的制造产业链优化方法, 2023-4-25, 中国, 2023104514291 (专利)
[3] 窦润亮; 孙媛琨; 林丹丹 ; 一种用户参与的个性化产品概念设计方法, 2021-3-12, 中国, ZL201810855356.1 (专利)
[4] 窦润亮; 孟繁松 ; 一种个性化产品服务方案推荐方法, 2022-5-10, 中国, ZL202110674128.6 (专利)
[1] 基于云服务的CS4J中间件平台V1.0.2015SR052790
[2] 面向多任务的企业云服务平台V1.0 2015SR068535
[1] Proceedings of Industrial Engineering and Management: International Conference on Smart Manufacturing, Industrial and Logistics Engineering and Asian Conference of Management Science and Applications[M]. Springer Nature, 2024.
[2] Lin K Y, Liu Y, Li L, et al. A review of explainable artificial intelligence[C]//Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems: IFIP WG 5.7 International Conference, APMS 2021, Nantes, France, September 5–9, 2021, Proceedings, Part IV. Springer International Publishing, 2021: 574-584.
[3] Editor, Proceedings of the 25th International Conference on Industrial Engineering and Engineering Management (IEEM2019), 2019, Springer, ISBN (on-line): 978-981-15-4530-6.
[4] Editor, 2019 IEEE International Conference on Smart Manufacturing, Industrial & Logistics Engineering (SMILE) 978-1-5386-7998-2.
[5] Editor, 2018 IEEE International Conference on Smart Manufacturing, Industrial & Logistics Engineering (SMILE) ISBN(on-line): 978-1-5386-3183-6.
[6] Editor, Proceedings of 24th International Conference on Industrial Engineering and Engineering Management (IEEM2018), 2018, Springer, ISBN (on-line): 978-981-13-3402-3.
[7] Editor, Proceedings of the 23rd International Conference on Industrial Engineering and Engineering Management (IEEM2016), 2016, Atlantis Press, ISBN (on-line): 978-94-6239-255-7.
[8] Editor, Proceedings of the 22nd International Conference on Industrial Engineering and Engineering Management (IEEM2015), 2015, Atlantis Press, ISBN (on-line): 978-94-6239-177-2.
[9] Editor, Proceedings of the 21st International Conference on Industrial Engineering and Engineering Management (IEEM2014),2014, Atlantis Press, ISBN (on-line): 978-94-6239-102-4.
[10] Editor, Proceedings of 2014 5th International Asia Conference on Industrial Engineering and Management Innovation (IEMI2014), 2014, Atlantis Press, ISBN (on-line): 978-94-6252-015-8.
[11] Editor, the proceeding of 2014 IEEE International Conference on Industrial Engineering and Information Technology (IEIT 2014), 2014, IEEE, Print ISBN: 978-1-4799-1628-3.
[12] Editor, Proceedings of 2013 4th International Asia Conference on Industrial Engineering and Management Innovation (IEMI2013), 2013, Springer, ISBN: 978-3-642-40059-9 (Print) 978-3-642-40060-5 (Online).
[13] Editor, Proceedings of 20th International Conference on Industrial Engineering and Engineering Management (IEEM2013), 2013, Springer, ISBN: 978-3-642-40071-1 (Print) 978-3-642-40072-8 (Online); ISBN: 978-3-642-40062-9 (Print) 978-3-642-40063-6 (Online).
[14] Editor, the 19th International Conference on Industrial Engineering and Engineering Management (IEEM2012), 2012, Springer, ISBN: 978-3-642-37269-8 (Print) 978-3-642-37270-4 (Online); ISBN: 978-3-642-38432-5 (Print) 978-3-642-38433-2 (Online);ISBN: 978-3-642-38390-8 (Print) 978-3-642-38391-5 (Online).
[15] Editor, the 19th International Conference on Industrial Engineering and Engineering Management (IEEM2012), 2012, Springer, ISBN: 978-3-642-38426-4(Print)978-3-642-38427-1(Online);ISBN:978-3-642-38441-7 (Print) 978-3-642-38442-4 (Online).
[16] Editor, Proceedings of 2012 3rd International Asia Conference on Industrial Engineering and Management Innovation (IEMI2012), 2012, Springer,ISBN: 978-3-642-33011-7 (Print) 978-3-642-33012-4 (Online).
[17] Editor, International Asia Conference on Industrial Engineering and Management Innovation (IEMI2012) Proceedings, 2012, Springer,ISBN: 978-3-642-38444-8 (Print) 978-3-642-38445-5 (Online).
[18] Editor, Proceedings of 2011 IEEE 18th International Conference on Industrial Engineering and Engineering Management (IEEM2011), 2011, IEEE, Print ISBN: 978-1-61284-446-6.
[19] Editor, Proceeding of 2010 IEEE 17th International Conference on Industrial Engineering and Engineering Management (IEEM2010), 2010, IEEE, Print ISBN: 978-1-4244-6483-8.
[20] Editor, Proceeding of 2009 IEEE 16th International Conference on Industrial Engineering and Engineering Management (IEEM2009), 2009, IEEE,Print ISBN: 978-1-4244-3671-2 E-ISBN: 978-1-4244-3672-9.
