个人简介
高一聪,男,副教授,硕士生导师,浙江省杰出青年基金获得者。
主要研究方向为产品正向设计理论与方法、可控变形结构设计、产品设计思维认知与创新设计。
在机械工程领域高水平期刊IEEE Transactions on Industrial Informatics(JCR Q1,IF 11.64)、Journal of Cleaner Production(JCR Q1,IF 11.072)、Reliability Engineering & System Safety(JCR Q1,IF 7.247)、IEEE Transactions on Automation Science and Engineering (JCR Q1,IF 6.636)发表(录用)SCI/EI学术论文40余篇。
主持或参与完成国家“973”计划项目,数控重大专项,国家“863”计划项目,国家自然科学基金等科研项目多项,其中,国家自然科学基金项目2项,国家科技重大专项(04专项)子课题2项,国家重点研发计划子课题1项,工信部智能制造专项1项。
研究成果在高档数控机床、锻压机床装备等国家重大装备设计制造中得到成功应用,获得省部级科技进步一等奖4项、二等奖1项。
欢迎对4D打印、功能结构设计、人机智能交互研究感兴趣的研究生联系加入研究组、本科生开展毕业设计和SRTP等!
工作经历
2019.01-至今 浙江大学 机械工程学院 副教授
2014.04-2018.12 浙江大学 机械工程学院 助理研究员
2015.03-2016.03 日本茨城大学 Nano-Engineering Laboratory 访问学者
2011.11-2014.03 浙江大学 计算机科学与技术流动站 博士后
教育背景
2005.09-2011.10 浙江大学 机械设计及理论专业 工学博士 导师 谭建荣 院士
2001.09-2005.06 华东理工大学 过程装备与控制工程 工学学士
研究领域
产品正向设计理论与方法
功能结构创新设计(4D打印与超材料结构)
人机联合认知创新设计
产品人机智能交互
近期论文
查看导师新发文章
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--2024--
Research paper
[55] Gao Y, et al. Programming time-dependent behavior in 4D printing by geometric and printing parameters[J]. Advances in Manufacturing, 2024.
[54] Lightweight multi-layer graded pyramid folded structure based on tucked kirigami for green manufacturing[J]. Composites Science and Technology, 2024, 246, 110383.
[53] Gradient design and fabrication methodology for interleaved self-locking kirigami panels[J]. Computer-Aided Design, 2024, 166: 103632.
[52] A cognitive analysis-based key concepts derivation approach for product design[J]. Expert Systems with Applications, 2024, 236: 121289.
[47] 高一聪, 魏喆等. 基于新一代信息技术的茶产业智能化研究进展与展望[J].农业机械学报, 2024.
Conference Paper
--2023--
Research paper
[50] Human–machine fusion–based operational complexity measurement approach to assembly lines for smart manufacturing[J]. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 2023: 09544054231209158.
[49] A function-behavior mapping approach for product conceptual design inspired by memory mechanism[J]. Advanced Engineering Informatics, 2023, 58: 102236.
[48] A 3D structure mapping-based efficient topology optimization framework[J]. Journal of Mechanical Design, 2023, 145(8).
[47] 高一聪, 谭建荣等. 下肢康复外骨骼的步态交互设计研究进展[J].机械工程学报, 2023, 59(17): 175-188.【当期封面论文】
[46] 高一聪, 谭建荣等. 4D 打印功能构件的热致变形模式分析与变形设计研究[J]. 机械工程学报, 2023, 59(3): 189-199. 【当期封面论文】
--2022--
Research paper
[45] A cerebellar operant conditioning-inspired constraint satisfaction approach for product design concept generation[J]. International Journal of Production Research, 2022: 1-20.
[44] Gao Y*, et al. Design, fabrication and application of self‑spiraling pattern‑driven 4D‑printed actuator[J]. Scientific Reports, 2022, 12: 18874.
[43] Gao Y*, et al. An enhanced approach for joint configuration of a robot performing in a repetitive task[J]. Journal of Manufacturing Systems, 2022, 64: 454-467.
[42] Gao Y*, et al. Layout design and application of 4D-printing bio-inspired structures with programmable actuators[J]. Bio-Design and Manufacturing, 2022, 5(1): 189-200.
[41] 高一聪, 等. 基于迁移学习的机械制图智能评阅方法[J]. 浙江大学学报(工学版), 2022(056-005).
Conference Paper
Gao Y*, et al. Self-assembly by 4d printing: design and fabrication of sequential self-folding[C]//Smart Materials, Adaptive Structures and Intelligent Systems. American Society of Mechanical Engineers, 2022, 85499: V001T07A008.
--2021--
Research paper
[40] Gao Y*, et al. A method to assess design complexity of modular automatic assembly system in design phase[J]. Assembly Automation, 2021.
[39] Gao Y, et al. A data-driven method of selective disassembly planning at end-of-life under uncertainty[J]. Journal of Intelligent Manufacturing, 2021: 1-21. (JCR二区, SCI, IF 6.485)
[38] A digital twin-driven method for product performance evaluation based on intelligent psycho-physiological analysis[J]. Journal of Computing and Information Science in Engineering, 2021, 21(3): 031002.
[37] The origami inspired design of polyhedral cells of truss core panel[J]. Thin-Walled Structures, 2021, 163: 107725.
[35] Prediction maintenance integrated decision-making approach supported by digital twin-driven cooperative awareness and interconnection framework[J]. Journal of Manufacturing Systems, 2021, 58: 329-345.
[34] Gao Y*, et al. Knowledge-based integrated product design framework towards sustainable low-carbon manufacturing[J]. Advanced Engineering Informatics, 2021, 48: 101258.
[33] Gao Y*, et al. An energy-saving optimization method for cyclic pick-and-place tasks based on flexible joint configurations[J]. Robotics and Computer-Integrated Manufacturing, 2021, 67:102037. (中科院top期刊 SCI, IF 5.057 )
Conference Paper
Gao Y*, et al. 4D Printed Bilayer Helical Structures Mechanical Behaviors and Shape Memory Effects[C]. Proceedings of the ASME 2021 Conference on Smart Materials, Adaptive Structures and Intelligent Systems. ASME 2021 Conference on Smart Materials, Adaptive Structures and Intelligent Systems. Virtual, Online. September 14–15, 2021. V001T07A008.
--2020--
Research paper
[32] Gao Y, et al. Flexible mesh morphing in sustainable design using data mining and mesh subdivision[J]. Future Generation Computer Systems, 2020, 108: 987-994. (中科院Top期刊, SCI, IF 6.125)
[31] Gao Y*, et al. Controlled helical deformation of programmable bilayer structures: design and fabrication[J]. Smart Materials and Structures, 2020, 29(8): 085042. (SCI, IF 3.613)
[30] Gao Y*, et al. Crashworthiness Optimization Design of Aluminum Alloy Thin-Walled Triangle Column Based on Bioinspired Strategy[J]. Materials, 2020, 13(3): 666. (SCI, IF 2.972)
[29] An Edge-Based Distributed Decision-Making Method for Product Design Scheme Evaluation[J]. IEEE Transactions on Industrial Informatics, 2020, 17(2): 1375-1385.
[28] Creative design for sandwich structures: A review[J]. International Journal of Advanced Robotic Systems, 2020, 17(3): 1729881420921327. (SCI, IF 1.482)
[27] Hierarchical graph attention networks for semi-supervised node classification[J]. Applied Intelligence, 2020, 50(10): 3441-3451. (SCI, IF 3.325)
[26] 高一聪, 谭建荣等. 支持4D打印的可控变形结构设计研究进展[J]. 机械工程学报, 2020,56(15):26-38.【当期最受关注论文】
[25] 高一聪*, 谭建荣等. N-1型多面体夹芯结构体胞演化机理与性能正向设计[J]. 机械工程学报, 2020,56(01):119-131.
[24] 高一聪*, 谭建荣等. 面向性能的定制产品感性意象评价方法研究[J]. 机械工程学报, 2020, 56(09): 181-190.
[23] 高一聪*, 等. 面向视觉伺服的工业机器人轮廓曲线角点识别[J]. 浙江大学学报(工学版), 2020, 54(08): 1449-1456.
[22] 高一聪*, 谭建荣等. 基于特征与形貌重构的轴件表面缺陷检测方法[J]. 浙江大学学报(工学版), 2020, 54(03): 427-434.