冯毅雄
特聘教授
个人简介
冯毅雄,教授、博士生导师,全球前2%年度影响力顶尖科学家,教育部长江学者特聘教授,国家重点研发计划项目首席科学家,国家优秀青年基金获得者,浙江省杰出青年基金获得者,隶属于中国工程院谭建荣院士学术团队,流体动力基础件与机电系统全国重点实验室副主任,公共大数据国家重点实验室学术学科带头人,设计工程及数字孪生浙江省工程研究中心副主任,浙江大学-中广核先进能源装备数字化设计与系统工程联合研发中心主任。 主持国家重点研发计划项目,国家自然科学基金重点项目,国家863计划重点项目,国家科技重大专项;发表SCI收录论文150余篇,出版【智能设计 理论与方法】、【数据驱动设计】、【设计知识 建模、演化与应用】、【大批量定制技术 产品设计、制造与供应链】、【核电装备全生命周期价值链协同理论、平台与实践】等学术专著5部,获2023年国家科学技术学术著作出版基金,授权国家发明专利50余项;获国家技术发明二等奖1项,国家科技进步二等奖1项,省部科技进步一等奖9项。 出版著作 【核电装备全生命周期价值链协同理论、平台与实践】,国家科学技术学术著作出版基金,电子工业出版社,2024 【数据驱动设计】,工信学术出版基金,电子工业出版社,2022 【智能设计:理论与方法】,“十三五”国家重点图书出版规划项目,清华大学出版社,2020 【大批量定制技术:产品设计、制造与供应链】,“十三五”国家重点图书出版规划项目,清华大学出版社,2020 【设计知识:建模、演化与应用】,**工业出版社,2007 奖励荣誉 2023年 中国机械工业科技进步二等奖 2022年 浙江省科技进步一等奖 2022年 教育部科技进步一等奖 2020年 国家技术发明二等奖 2020年 北京市科技进步二等奖 2020年 浙江省科技进步二等奖 2019年 浙江省科技进步一等奖 2018年 浙江省科技进步二等奖 2017年 教育部科技进步一等奖 2017年 浙江省科技进步一等奖 2015年 浙江省科技进步一等奖 2013年 安徽省科技进步一等奖 2011年 国家科技进步二等奖 2010年 浙江省科技进步一等奖 2005年 浙江省科技进步一等奖
研究领域
价值链协同优化,网络化协同制造,PLM/ERP工业软件 人机交互与创新设计,认知计算与智能设计 人-信息-物理系统(HCPS)与工业互联平台,减污降碳协同增效前沿技术 算力资源调度与交易服务,多源数据智能融合与集成,智能计算与认知数字孪生 功能结构(二维结构/智能结构/原子结构)设计制备
价值链协同优化,网络化协同制造,PLM/ERP工业软件;人机交互与创新设计,认知计算与智能设计;折纸与软体机器人,可控变形结构4D打印;人-信息-物理系统(HCPS)与工业互联平台,减污降碳协同增效前沿技术;算力资源调度与交易服务,多源数据智能融合与集成,智能计算与认知数字孪生;功能结构(二维结构/智能结构/原子结构)设计制备。
学术兼职
中国机械工程学会工业大数据与智能系统分会副主任委员,中国图学学会应用图学专业委员会副主任委员,中国国土经济学会区域大数据专业委员会副主任委员,中国机电一体化技术应用协会绿色智能制造委员会副理事长,《中国机械工程学报(英文)》编委,《中国机械工程》编委,《计算机集成制造系统》编委,《图学学报》编委,《工程设计学报》编委。
近期论文
A multi-criteria decision-making approach for pressurized water reactor based on hesitant fuzzy-improved cumulative prospect theory and 2-additive fuzzy measure. Journal of Industrial Information Integration, 2024 Coupling deformation analysis of self-morphing bilayers with mismatch strain. International Journal of Mechanical Sciences, 2024 Lightweight multi-layer graded pyramid folded structure based on tucked kirigami for green manufacturing. Composites Science and Technology, 2024 A cognitive analysis-based key concepts derivation approach for product design. Expert Systems With Applications, 2024 Human-cyber-physical system for industry 5.0: A review from a human-centric perspective. IEEE Transactions on Automation Science and Engineering, 2024 Gradient design and fabrication methodology for interleaved self-locking kirigami panels. Computer-Aided Design, 2024 Uncertainty-aware nuclear power turbine vibration fault diagnosis method integrating machine learning and heuristic algorithm. IET Collaborative Intelligent Manufacturing, 2024 Two-stage imbalanced learning-based quality prediction method for wheel hub assembly. Advanced Engineering Informatics, 2024 Design optimization for pressurized water reactor using improved quantum fish swarm algorithm and intuitionistic linguistic decision-making. Advanced Engineering Informatics, 2024 Condition monitoring for nuclear turbines with improved dynamic partial least squares and local information increment. Engineering Applications of Artificial Intelligence, 2024 Extraction of evolutionary factors in smart manufacturing systems with heterogeneous product preferences and trust levels. Engineering Applications of Artificial Intelligence, 2024 Origami-inspired reconfigurable soft actuators for soft robotic applications. Advanced Materials Technologies, 2024 Human-Robot handover task intention recognition framework by fusing human digital twin and deep domain adaptation. Journal of Engineering Design, 2024 Smart scheduling of hanging workshop via digital twin and deep reinforcement learning. Flexible Services and Manufacturing Journal, 2024 Multi-objective optimization of VBHF in deep drawing based on the improved QO-Jaya algorithm. Chinese Journal of Mechanical Engineering, 2024 基于多级数据融合的核电站运行功能健康状态评估. 机械工程学报, 2024 基于5G多接入边缘计算的云化PLC系统架构设计与应用. 计算机辅助设计与图形学学报, 2024 A decomposition-based approach for multi-task scheduling with execution uncertainty in industrial internet of things. IEEE Internet of Things Journal, 2023 Hierarchical data fusion-based health state assessment of nuclear power plant operation under human-cyber-physical system architecture. IEEE Transactions on Automation Science and Engineering, 2023 Improving NeuCube spiking neural network for EEG-based pattern recognition using transfer learning. Neurocomputing, 2023 Reliability topology optimization design of hydraulic press support plates structure based on TLBO algorithm. Engineering, 2023 A bilevel decomposition approach for many homogeneous computing tasks scheduling in software-defined industrial networks. IEEE Transactions on Industrial Informatics, 2023 Disassembly sequence planning based on the improved qica considering expert consensus for remanufacturing. IEEE Transactions on Industrial Informatics, 2023 Multi-surface defect detection for universal joint bearings via multimodal feature and deep transfer learning. International Journal of Production Research, 2023 Octopus-inspired adaptable soft grippers based on 4D printing: numerical modeling, inverse design, and experimental validation. Advanced Intelligent Systems, 2023 A function-behavior mapping approach for product conceptual design inspired by memory mechanism. Advanced Engineering Informatics, 2023 Multi-objective evolutionary algorithm with machine learning and local search for an energy- efficient disassembly line balancing problem in remanufacturing. Journal of Manufacturing Science and Engineering: Transactions of the ASME, 2023 Data augmentation-based manufacturing quality prediction approach in human cyber-physical systems. Journal of Manufacturing Science and Engineering: Transactions of the ASME, 2023 Construction of human digital twin model based on multimodal data and its application in locomotion mode identification. Chinese Journal of Mechanical Engineering, 2023 数据驱动的“互联网+”产品智能定制设计研究. 机械工程学报, 2023 工业大数据驱动的核电装备智能设计-制造-服务技术与应用. 中国科学:技术科学, 2023 设计知识驱动的不规则多边形排样算法及应用. 计算机集成制造系统, 2023 Analytical optimization of the bearing voltage of motor considering the thickness of insulating coating: an improved equivalent circuit model. IEEE Sensors Journal, 2022 Human-cyber-physical system for operation in nuclear reactor possessing asymmetric multi-task learning-based predicting framework. Journal of Manufacturing Systems, 2022 4D printed self-helix structure based on internal stress reversibility. Smart Materials and Structures, 2022 Two-additive fuzzy measure-based information integration approach to product design alternative evaluation. Journal of Industrial Information Integration, 2022 Layout design and application of 4D-printing bio-inspired structures with programmable actuators. Bio-Design and Manufacturing, 2022 Complicated deformation simulating on temperature-driven 4D printed bilayer structures based on reduced bilayer plate model. Applied Mathematics and Mechanics (English Edition) , 2022 Quality characteristic extraction for complex products with multi-granular fuzzy language based on the triple bottom lines of sustainability. Computers & Industrial Engineering, 2022 Performance balance oriented product structure optimization involving heterogeneous uncertainties in intelligent manufacturing with an industrial network. Information Sciences, 2022 Adaptive decoupling planning method for the product crowdsourcing design tasks based on knowledge reuse. Expert Systems with Applications, 2022 A semantic analysis-driven customer requirements mining method for product conceptual design. Scientific Reports, 2022 Privacy-preserving for assembly deviation prediction in a machine learning model of hydraulic equipment under value chain collaboration. Scientific Reports, 2022 A method to assess design complexity of modular automatic assembly system in design phase. Assembly Automation, 2022 Fractal model of thermal elasto-plastic contact of rough surfaces. Journal of Central South University, 2022 A new mandrel design with mandrel ball thickness variation for the bending process of aviation ultra-thin-walled tubes. International Journal of Advanced Manufacturing Technology, 2022 面向核电装备的全生命周期价值链协同模式研究. 机械工程学报, 2022 产品创新研发众包设计过程管控关键技术. 计算机集成制造系统, 2022 核电装备全生命周期价值链协同平台研究. 计算机集成制造系统, 2022 复杂定制产品智能化设计与验证协同模式. 计算机集成制造系统, 2022 考虑绝缘性能的变频调速电机轴承优化设计. 计算机集成制造系统, 2022 An edge-based distributed decision-making method for product design scheme evaluation. IEEE Transactions on Industrial Informatics, 2021 An energy-saving optimization method for cyclic pick-and-place tasks based on flexible joint configurations. Robotics and Computer-Integrated Manufacturing, 2021 Prediction maintenance integrated decision-making approach supported by digital twin-driven cooperative awareness and interconnection framework. Journal of Manufacturing Systems, 2021 A digital twin-driven method for product performance evaluation based on intelligent psycho-physiological analysis. ASME Journal of Computing and Information Science in Engineering, 2021 The origami inspired design of polyhedral cells of truss core panel. Thin-Walled Structures, 2021 Knowledge-based integrated product design framework towards sustainable low-carbon manufacturing. Advanced Engineering Informatics, 2021 A 6-sigma robust optimization method for stamping forming of automobile covering parts based on residual error and radial basis interpolation. Journal of Mechanical Science and Technology, 2021 Complicated deformation simulating on temperature-driven 4D printed bilayer structures based on reduced bilayer plate model. Applied Mathematics and Mechanics (English Edition) , 2021 An integrated decision-making method for product design scheme evaluation based on cloud model and EEG data. Advanced Engineering Informatics, 2020 Multiobjective bike repositioning in bike-sharing systems via a modified artificial bee colony algorithm. IEEE Transactions on Automation Science and Engineering, 2020 Influence of process parameters on thinning ratio and fittability of bellows hydroforming. International Journal of Advanced Manufacturing Technology, 2020 Flexible mesh morphing in sustainable design using data mining and mesh subdivision. Future Generation Computer Systems, 2020 Data-driven customer requirements discernment in the product lifecycle management via intuitionistic fuzzy sets and electroencephalogram. Journal of Intelligent Manufacturing, 2020 Creative Design for Sandwich Structures: A Review. International Journal of Advanced Robotic Systems, 2020 Data-driven product design towards intelligent manufacturing: A review. International Journal of Advanced Robotic Systems, 2020 Controlled helical deformation of programmable bilayer structures: Design and fabrication. Smart Materials and Structures, 2020 Integrated intelligent green scheduling of sustainable flexible workshop with edge computing considering uncertain machine state. Journal of Cleaner Production, 2020 Crashworthiness optimization design of aluminum alloy thin-walled triangle column based on bioinspired strategy. Materials, 2020 Integrated intelligent green scheduling of predictive maintenance for complex equipment based on information services. IEEE Access, 2020 An integrated method for high-dimensional imbalanced assembly quality prediction supported by edge computing. IEEE Access, 2020 Hierarchical graph attention networks for semi-supervised node classification. Applied Intelligence, 2020 面向性能的定制产品感性意象评价方法研究. 机械工程学报, 2020 支持4D打印的可控变形结构设计研究进展. 机械工程学报, 2020 N-1型多面体夹芯结构体胞演化机理与性能正向设计. 机械工程学报, 2020