姜少飞科研成果

个人简介 姜少飞，男，博士，教授，博士生导师。机械工程学院先进制造与现代设计研究所/特种装备制造教育部重点实验室固定研究人员，校学术委员会委员。▌教育与工作简历：2004.4-        浙江工业大学机械工程学院讲师（2004）、副教授（2006）、教授（2011）、博士生导师（2012），特种装备制造与先进加工技术教育部重点实验室固定研究人员，浙江工业大学之江学院院长/学术委员会主任 2000.3-2004.3   浙江大学机械与能源工程学院机械工程专业，博士研究生1997.9-2000.2   太原重型机械学院机械电子工程专业，硕士研究生1993.9-1997.7   太原重型机械学院机械制造工艺及设备专业，本科▌学术头衔：      浙江省高校中青年学科带头人      浙江省151人才工程第二层次人才      浙江省/绍兴市重点科技创新团队负责人      绍兴市“名士之乡”英才计划创新长期人才（第23批）      绍兴市特聘专家      中国机械工程学会高级会员/中国机械工程学会生产工程分会模具专业委员会委员      杭州市设计方法学研究会副理事长      国家自然科学基金同行评议专家      国际期刊审稿人： ASME Journal of Mechanical Design/ASME JCISE/International Journal of Advanced  Manufacturing Technology/Advanced Engineering Informatics/Journal of Engineering Design/Structural and Multidisciplinary Optimization/Computers and Industrial Engineering/Journal of Cleaner Production/International Journal of Mechanical Sciences/Engineering Applications of Artificial Intelligence/Journal of Applied Polymer Science/Polymers/Proceedings of the Institution of Mechanical Engineers, Part B/Polymers（客座编辑）   ▌研究方向：1. 设计自动化（“复杂产品数字化设计”绍兴市重点科技创新团队）方法创新：针对复杂产品工程设计求解问题，提出产品设计早期贫信息/不确定性条件下的功能-效应-结构-性能设计模型、设计意图逆求解方法、不确定性设计博弈决策方法，实现设计早期的非数值优化 设计实践：复杂产品数字化设计工具开发及应用；复杂机电装备（采煤机、叉车、智能机电产品、管道检测机器人、工业设计产品）数字化设计求解交叉创新：数据驱动的设计/大规模设计图谱驱动的原理方案设计/设计知识深度学习与挖掘2.先进模具技术（“先进模具技术”浙江省重点科技创新团队）以复杂注塑模具为对象，研究成型材料-模具-特殊注塑工艺-成型质量之间的关系特种成型工艺：内/外辅注塑成型技术；快速变模温（高光）注塑成型技术；微注塑技术“高品质模具设计与制造关键技术及应用”获浙江省科学技术二等奖▌研究成果：获浙江省科学技术奖、中国机械工业联合会科学技术奖、中国商业联合会科学技术奖等省部级奖4项主持完成国家自然科学基金项目、浙江省科技计划重大项目、浙江省重点科技创新团队项目、浙江省自然科学基金项目以及企业委托项目20多项发表论文160余篇，其中SCI收录100余篇，top期刊论文50余篇（ASME JMD、JCISE，Journal of Cleaner Production，Expert Systems with Applications，Computers in Industry，Advanced Engineering Informatics，Knowledge-based Systems，Computers and Industrial Engineering，Structural and Multidisciplinary Optimization，Journal of Applied Polymer Science等）获授权发明专利40余项     ▌学术主页：Shaofei Jiang (researchgate.net)‪‪Google 学术百度学术 (baidu.com) 教学与课程  《机械设计》省一流课程负责人机械设计基层教学组织负责人（《机械设计》教学团队）面向产出导向的《机械设计》课程教学改革实践（省教学建设项目负责人） 育人成果 共计指导博士后10名，博士研究生10余名，硕士研究生40余名，省、校优秀论文获得者多人。除机械类专业外，数字化设计与先进模具技术团队特别欢迎计算机、材料加工工程等专业学生报考。联系邮箱：jsf75@zjut.edu.cn▍部分毕业学生：       [1]冯迪. 从产品到产品服务系统(PSS)的演化设计方法的研究[D 博士]. 浙江:浙江工业大学,2019.       [2]景立挺. 复杂机电产品概念设计原理方案博弈决策与优化的研究[D 博士]. 浙江:浙江工业大学,2020.[3]李泰栋. 外部气体辅助注塑成型聚合物变形规律的研究[D 博士]. 浙江:浙江工业大学,2020.[4]谭博文. 可持续需求驱动的复杂装备原理方案博弈决策研究.[D]. 浙江:浙江工业大学,2022.[5]查小强. 含阵列微结构注塑件微结构均匀性研究.[D]. 浙江:浙江工业大学,2022.[6]许青青.集成键合图和功能结构的产品原理方案求解研究[D]. 浙江:浙江工业大学,2021.[7]李治.约束驱动的产品概念设计方案求解研究[D]. 浙江:浙江工业大学,2021.   [8]周立君.基于可供性的产品设计过程功能建模方法研究.[D]. 浙江:浙江工业大学,2021.[9]孙涛. 基于风险分析的机械产品原理方案优选[D]. 浙江:浙江工业大学,2020.[10]徐小青. 面向结构不确定性优化设计的全局敏感性分析方法研究[D]. 浙江:浙江工业大学,2020.[11]邬天骥. 基于机器学习的数据驱动故障诊断方法研究[D]. 浙江:浙江工业大学,2019.[12]王建翔. 产品多学科概念设计原理方案验证与优化研究[D]. 浙江:浙江工业大学,2019.[13]夏鑫鑫. 外部气体辅助注塑成型结晶型制品的工艺实验研究[D]. 浙江:浙江工业大学,2019.[14]李登洪. 板翅式换热器封头与翅片结构优化及性能协调设计[D]. 浙江:浙江工业大学,2019.[15]徐佳济. 玻璃封接电连接器残余应力仿真分析和实验验证[D]. 浙江:浙江工业大学,2019.[16]靳建桥. 外部气体辅助注塑成型中结晶凝固层变形的研究[D]. 浙江:浙江工业大学,2017.[17]黄江敏. 基于类比的概念设计方法研究[D]. 浙江:浙江工业大学,2017.[18]周必达. 基于多层结构的快速变模温注塑制品翘曲变形研究[D]. 浙江:浙江工业大学,2017.[19]田梦阳. 基于功能冗余分析的产品功能组合设计方法研究[D]. 浙江:浙江工业大学,2016.[20]周杭超. 基于加热细胞单元的电热变模温注塑模具加热系统设计[D]. 浙江:浙江工业大学,2016.[21]卞耀威. 产品概念设计阶段功能-性能集成设计方法研究[D]. 浙江:浙江工业大学,2015.[22]陶金龙. 外部气体辅助注塑成型保压冷却过程模拟研究[D]. 浙江:浙江工业大学,2015.[23]吴瑶. 快速变模温注塑制品显微硬度与微观结构关系的实验研究[D]. 浙江:浙江工业大学,2015.[24]宋淼. 产品概念设计过程中经济性演化与决策方法研究[D]. 浙江:浙江工业大学,2015.[25]毛志飞. 面向概念设计的功能更改传播路径求解方法研究[D]. 浙江:浙江工业大学,2015.[26]蔡明龙. 车用磁流变减振器阻尼力补偿及冗余保护研究[D]. 浙江:浙江工业大学,2015.[27]徐伏宇. 快速变模温注塑纤维增强PP制品性能与结构的实验研究[D]. 浙江:浙江工业大学,2015.[28]陈冬云. 基于舒适性的车辆振动能平衡性计算方法研究[D]. 浙江:浙江工业大学,2013. [29]蒋红伟. 快速变模温环境下透明制品光学性能研究[D]. 浙江:浙江工业大学,2013. [30]郑维. 快速变模温注塑成型制品形态结构的实验研究[D]. 浙江:浙江工业大学,2013. [31]邵建辉. 局部变需求产品设计求解方法研究[D]. 浙江:浙江工业大学,2013.[32]梁伟. 基于复杂机电产品设计历史的功能结构逆求解方法研究[D]. 浙江:浙江工业大学,2012.[33]张佳博. 外部气体辅助注射成型技术研究[D]. 浙江:浙江工业大学,2010. [34]黄敬猛. 基于CBR的叉车设计重用方法及其应用研究[D]. 浙江:浙江工业大学,2010.[35]陈帅. 基于设计意图捕捉的叉车参数化设计方法及应用研究[D]. 浙江:浙江工业大学,2010. [36]吴万旺. 气体辅助注射成型气体穿透行为的研究[D]. 浙江:浙江工业大学,2009. [37]邱水金. 典型汽车注塑件的气辅注射成型工艺优化研究[D]. 浙江:浙江工业大学,2008.[38]刘高进. 基于QFD的中药材干燥设备概念设计方案评估方法及应用研究[D]. 浙江工业大学,2007.  科研项目 1. 基于可供性和功能-性能集成求解的采煤机概念设计原理方案优化研究.  国家自然科学基金项目(2017.1-2020.12)2.复杂产品变需求设计中设计历史意图捕捉与重用方法研究.国家自然科学基金项目(2014.1-2017.12)3.成本元驱动的复杂机电产品设计过程经济性求解与演化方法研究.国家自然科学基金项目-青年(2011.1-2013.12)4.大型薄壁镁合金复杂件智能压铸关键技术研究与应用. 浙江省科技计划项目-重点研发(2021.1-2023.12)5. 木制玩具全流程绿色设计制造及除尘安全关键技术研究与应用示范. 浙江省“尖兵领雁+X”研发攻关项目（2024C01236）（2024.1-2026.12）6.博弈驱动的概念设计原理方案决策与优化研究.浙江省自然科学基金项目(2020.1-2022.12)7.“名士之乡”英才计划创新长期人才计划项目（2021.1-2024.12，200万）8.复杂产品数字化设计绍兴市重点科技创新团队项目（2021.1-2025.12）9.缙云创新设计服务及产品研发项目（2022.10-2027.12，650万）10.叉车数字化设计平台研发及应用示范.浙江省科技计划重大专项（优先主题）项目（776万）11.外部气体辅助注射成型模具开发和工艺研究.浙江省科技计划项目-重点创新团队12.考虑样本优劣与设计阶段的汽摩配产品成本估算方法与应用研究.浙江省自然科学基金项目13.残缺语义信息融合下模糊行为驱动的复杂产品原理方案决策研究.国家自然科学基金项目(2022.1-2024.12，参)14.基于多层形态演化的外部气体辅助注塑成型聚合物运动变形研究.国家自然科学基金项目(参)15.表面性能驱动的快速变模温注塑成型理想微观结构获取研究.国家自然科学基金项目(参)16.基于厚度效应的含微结构薄壁产品注塑成型机理研究.浙江省自然科学基金项目（参）17.基于贫采样数据的复杂产品不确定性设计方法及其应用.浙江省自然科学基金项目（参）  科研成果 ▌2024年:1. Liting Jing, Haoyu Zhang, Yubo Dou, Di Feng , Weiqiang Jia, *Shaofei Jiang. Conceptual design decision-making considering multigranularity  heterogeneous evaluation semantics with uncertain beliefs. Expert Systems with Applications 244(2024),(中科院&JCR一区，TOP)2.Li J., Wang Z., Xie J., Jiang S., Peng X., Lu C. Study on the processes and warpage of double-injection-molded parts containing PP recycled materials.  Polymer Engineering and Science(2024)3.Li J., Chen Y., Xie J., Jiang S., Lu C. Effect of microstructure tuning by rapid heat cycle molding on the photodegradation behavior of isotactic polypropylene.  Journal of Applied Polymer Science(2024)4. X Fu, H Zhang, L Jing, X Fan, C Lu, S Jiang. A constraint-driven conceptual design approach for product based on function-behavior-structure design process. Computers & Industrial Engineering, 2024(中科院&JCR一区，TOP)5. Liting Jing, Xiaoyan Fan ，Di Feng , Congda Lu, *Shaofei Jiang. A patent text-based product conceptual design decision-making approach considering the fusion of incomplete evaluation semantic and scheme beliefs. Applied Soft Computing,2024(中科院&JCR一区，TOP)6. Shaofei Jiang , Jingwei Yang , Jing Xie , Xuesong Xu , Yubo Dou , *Liting Jing. Product innovation design approach driven by implicit relationship completion via patent knowledge graph. Advanced Engineering Informatics,(61)2024(中科院&JCR一区，TOP)▌2023年:1.Liting Jing, Chulin Tian, Shun He, Di Feng, Shaofei Jiang* , Chunfu Lu*. Data-driven implicit design preference prediction model for product  concept evaluation via BP neural network and EEG. Advanced Engineering Informatics,(58)2023(中科院&JCR一区，TOP)2.Liting Jing , Jingwei Yang , Junfeng Ma , Xie Jing , Jiquan Li  , *Shaofei Jiang. An integrated implicit user preference mining approach for uncertain conceptual design decision-making: A pipeline inspection trolley design case study. Knowledge-Based Systems, 270 (2023) 110524(中科院&JCR一区，TOP)3.Jamea, A., Jing, L., Peng, X., Li, J., *Jiang, S.Whist Game Cards Calibration Strategies-Based Technique for Conceptual Design Morphological Chart Refinement.Design,7(1),44.Peng, X., Wang, M., Yi, B., Wu, H., Jiang, S. Optimization design of stacking sequence and material distribution for variable thickness hybrid composite structure based on improved stacking sequence table.Composite Structures,307,116641(中科院&JCR一区，TOP)5.Ali Mohammed Adam Jamea, Liting Jing , Xiang Peng ,Jiquan Li ,*Shaofei Jiang. Modification and development of product concept design based on the product customers life environmental and social habits backgrounds’ diversity requirements. Proc IMechE Part B: Journal of Engineering Manufacture(JCR二区)6.Yuanjing Guo, Shaofei Jiang*, Jiangen Fu, Youdong Yang, Yumei Bao, Xiaohang Jin. Stabilization temperature prediction in carbon fiber production using empirical mode decomposition and long short-term memory network.Journal of Cleaner Production(2023). (中科院&JCR一区，TOP, IF=11.038)7. Yubo Dou , Liting Jing , Xionghui Cai , Chunfu Lu , Ting Lv , *Shaofei Jiang. A concept evaluation approach based on incomplete information: Considering large-scale criteria and risk attitudes. Advanced Engineering Informatics,(58)2023(中科院&JCR一区，TOP)▌2022年:1. Jing, L., Li, Q., Ma, J., Xie, J., Peng, X., Li, J., *Jiang, S., A Conceptual Design Decision Approach by Integrating Rough Bayesian Network and Game Theory under Uncertain Behavior Selections, Expert Systems with Applications (2022), doi: https://doi.org/10.1016/j.eswa.2022.117108(中科院&JCR一区，TOP)2. Liting Jing, Jiaxin Wang, Jing Xie, Di Feng, Jianxiang Wang, Xiang Peng, *Shaofei Jiang. A quantitative simulation-based conceptual design evaluation approach integrating bond graph and rough VIKOR under uncertainty. Journal of Cleaner Production(2022). (中科院&JCR一区，TOP, IF=11.038)3. Shaofei Jiang, Yubo Dou, Shun He, Bowen Tan, Xiang Peng, Liting Jing. Fuzzy Concept Evaluation Based on Prospect Theory and Heterogeneous Evaluation Information.ASME Journal of Computing and Information Science in Engineering（ASME会刊） 4.Peng X, Guo Y, Li J, Wu H, *Jiang S,. Multiple Objective Optimization Design of Hybird Composite Structures Considering Multiple-Scale Uncertainties. Composite Structures.(中科院&JCR一区，TOP)5.Gao,Q., Lu,C.,Peng X.,Li J., Jiang S., Passage Arrangement Optimization of Plate-Fin Heat Exchanger under Uncertain Operating Conditions. Heat Transfer Engineering6.Peng, X，Shao, YJ ，* Hu, WF ，Li, JQ，Liu, ZY ，Jiang, SF.  Estimation of Small Failure Probability Based on Adaptive Subset Simulation and Deep Neural Network. Journal of Mechanical Design, 144(10)(ASME会刊，JCR一区，TOP)7.景立挺 ,陈盈臣,谢 静,谭博文,*姜少飞. 考虑用户权重不一致性和复杂交互影响的产品可持续设计需求评估研究. 机械工程学报，2022，网络首发8.Jiang, Shaofei，Zhang, Yuansong， Ma, Haowei， Zha, Xiaoqiang， Peng, Xiang， *Li, Jiquan，*Lu, Chunfu.Effects of Cavity Thickness on the Replication of Micro Injection Molded Parts with Microstructure Array，Polymers，2022,14（24）(JCR一区，TOP)▌2021年:1. Jing L., He S., Ma J., Xie J., Zhou H., Gao F., *Jiang S.Conceptual design evaluation considering the ambiguity semantic variables fusion with conflict beliefs: An integrated Dempster-Shafer evidence theory and intuitionistic fuzzy -VIKOR.Advanced Engineering Informatics(中科院&JCR一区，TOP)2.Jing L., Zhan Y., Li Q., Peng X., Li J., Gao F., *Jiang S.An integrated product conceptual scheme decision approach based on Shapley value method and fuzzy logic for economic-technical objectives trade-off under uncertainty.Computers and Industrial Engineering(JCR一区，TOP)3.Jing L., Tan B., *Jiang S., Ma J.Additive manufacturing industrial adaptability analysis using fuzzy Bayesian Network.Computers and Industrial Engineering(JCR一区，TOP)4.Peng X., Qiu C., Li J., Wu H., Liu Z., *Jiang S.Multiple-scale uncertainty optimization design of hybrid composite structures based on neural network and genetic algorithm.Composite Structures(中科院&JCR一区，TOP)5.Peng X., Xu X., Li J., *Jiang S.A sampling-based sensitivity analysis method considering the uncertainties of input variables and their distribution parameters.Mathematics6.Jing L., Yao J., Gao F., Li J., Peng X., *Jiang S.A rough set-based interval-valued intuitionistic fuzzy conceptual design decision approach with considering diverse customer preference distribution.Advanced Engineering Informatics(中科院&CR一区，TOP)7.Jing L., *Jiang S., Li J., Peng X., Ma J.A cooperative game theory based user-centered medical device design decision approach under uncertainty.Advanced Engineering Informatics(中科院&JCR一区，TOP)8.Peng X., Ye T., Li J., Wu H., *Jiang S., Chen G.Multi-scale uncertainty quantification of composite laminated plate considering random and interval variables with data driven PCE method.Mechanics of Advanced Materials and Structures(JCR一区，TOP)9.Peng X., Guo Y., Qiu C., Wu H., Li J., Chen G., *Jiang S., Liu Z.Reliability optimization design for composite laminated plate considering multiple types of uncertain parameters.Engineering Optimization(JCR二区)10.Feng D., Fu X., Jiang S., Jing L.Conceptual solution decision based on rough sets and shapley value for product‐service system: Customer value‐economic objective trade‐off perspective.Applied Sciences11.Li J., Liu W., Xia X., Zhou H., Jing L., Peng X., *Jiang S.Reducing the burn marks on injection-molded parts by external gas-assisted injection molding.Polymers(JCR一区，TOP)12.Li J., Bei J., Liu W., Xia X., Zhou B., Peng X., *Jiang S.Warpage prediction of rhcm crystalline parts based on multi-layers.Polymers(JCR一区，TOP)13.Peng X., Li D., Li J., *Jiang S.Structural Design and Performance Analysis of New Micro Convex Fins in Plate-fin Heat Exchangers. [板翅式换热器中新型微凸翅片结构设计及性能分析]Zhongguo Jixie Gongcheng/China Mechanical Engineering14.Deng L., Fan S., Zhang Y., Huang Z., Zhou H., Jiang S., Li J.Multiscale modeling and simulation of polymer blends in injection molding: A review.Polymers(JCR一区，TOP)15.Zhang Z., Zhou Y., Shen H., Sun M., Chai H., Wu H., Jiang S.Experimental study of orthogonal bistable laminated composite shell driven by magnetorheological elastomer.Composite Structures(中科院&JCR一区，TOP)16.Zhang Z., Pei K., Wu H., Sun M., Chai H., Wu H., Jiang S.Bistable characteristics of hybrid composite laminates embedded with bimetallic strips.Composites Science and Technology(中科院&JCR一区，TOP)17.Zhang Z., Liao C., Chai H., Ni X., Pei K., Sun M., Wu H., Jiang S.Multi-objective optimization of controllable configurations for bistable laminates using NSGA-Ⅱ.Composite Structures(中科院JCR一区，TOP) ▌2020年:1.Jiang S., Feng D., Lu C., Li J., Chai H.Research on the construction of the spiral evolutionary design methodology for a product service system based on existing products.Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture（机械工程专业期刊）2.Jiang S., Wu T., Peng X., Li J., Li Z., Sun T.Data Driven Fault Diagnosis Method Based on XGBoost Feature Extraction [基于XGBoost特征提取的数据驱动故障诊断方法].中国机械工程3.Li J., Zhu Z., Li T., Peng X., *Jiang S., Turng L.-S.Quantification of the Young's modulus for polypropylene: Influence of initial crystallinity and service temperature.Journal of Applied Polymer Science(JCR一区，TOP)4.Jiang S., Li T., Xia X., Peng X., Li J., Zhao P.Reducing the Sink Marks of a Crystalline Polymer Using External Gas-Assisted Injection Molding.Advances in Polymer Technology5.Jing L., Xu Q., Sun T., Peng X., Li J., Gao F., *Jiang S.Conceptual scheme decision model for mechatronic products driven by risk of function failure propagation.Sustainability6.Li Y., Zhang Z., Yu X., Chai H., Lu C., Wu H., Wu H., Jiang S.Tristable behaviour of cross-shaped unsymmetric fibre-reinforced laminates with concave–convex boundaries.Engineering Structures(JCR一区，TOP)7.Liu F., Li J., Peng X., *Jiang S.Optimization of RHCM Mould Electric Heating Systems for Constrainted Heating Pipe Layout [限定加热管布局的快速热循环注塑成形模具电加热系统优化].中国机械工程8.Zhang Z., Pei K., Sun M., Wu H., Yu X., Wu H., Jiang S., Zhang F.A novel solar tracking model integrated with bistable composite structures and bimetallic strips.Composite Structures(中科院&JCR一区，TOP)9.Zhang Z., Zhang H., Chai H., Wu H.-P., Jiang S.-F.Design and performance analysis of variable stiffness multi-stable composite laminate structure [变刚度多稳态复合材料结构设计与性能分析].Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science)10.Peng X., Gao Q., Li J., Liu Z., Yi B., *Jiang S.Probabilistic representation approach for multiple types of epistemic uncertainties based on cubic normal transformation.Applied Sciences11.Zhang Z., Yu X., Wu H., Sun M., Li X., Wu H., Jiang S.Non-uniform curvature model and numerical simulation for anti-symmetric cylindrical bistable polymer composite shells.Polymers(JCR一区，TOP)12.Ni X., Liao C., Li Y., Zhang Z., Sun M., Chai H., Wu H., Jiang S.Experimental study of multi-stable morphing structures actuated by pneumatic actuation.International Journal of Advanced Manufacturing Technology(JCR一区，TOP)13.Chai H., Li Y., Zhang Z., Sun M., Wu H., Jiang S.Systematic analysis of bistable anti-symmetric composite cylindrical shells and variable stiffness composite structures in hygrothermal environment.International Journal of Advanced Manufacturing Technology(JCR一区，TOP)14.Peng X., Li D., Li J., *Jiang S., Gao Q.Improvement of flow distribution by new inlet header configuration with splitter plates for plate-fin heat exchanger.Energies15.Zhang Z., Li Y., Wu H., Zhang H., Wu H., Jiang S., Chai G.Mechanical analysis of functionally graded graphene oxide-reinforced composite beams based on the first-order shear deformation theory.Mechanics of Advanced Materials and Structures(JCR一区，TOP)16.Liu F., Li T., Xu F., Li J., *Jiang S.Microstructure, Tensile Property, and Surface Quality of Glass Fiber-Reinforced Polypropylene Parts Molded by Rapid Heat Cycle Molding.Advances in Polymer Technology17.Li X., Zhang Z., Sun M., Wu H., Zhou Y., Wu H., Jiang S.A magneto-active soft gripper with adaptive and controllable motion.Smart Materials and Structures(JCR一区，TOP) ▌2019年:1.Jiang S., Jing L., Sun T., Xu Q., Peng X., Li J.A conceptual scheme improvement approach based on the performance value of the principle solution taking a coal mining machine as a case study.Computers in Industry(中科院&JCR一区，TOP)2.Jing L., Li Z., Peng X., Li J., *Jiang S.A relative equilibrium decision approach for concept design through fuzzy cooperative game theory.ASME Journal of Computing and Information Science in Engineering（ASME会刊）3.Peng X., Qiu C., Li J., *Jiang S.Thermal Compensation Effect of Passage Arrangement Design for Inlet Flow Maldistribution in Multiple-Stream Plate-Fin Heat Exchanger.Heat Transfer Engineering4.Li T., Li J., Desplentere F., Xia X., Peng X., *Jiang S.Effect of gas on the polymer temperature in external gas-assisted injection molding.Journal of Polymer Engineering5.Jiang S., Zhou H.Heating properties of ERHCM molds based on heating cell units.Emerging Materials Research6.Li J., Li T., Xu F., *Jiang S.A quantitative evaluation of the appearance quality of weld lines in RHCM parts.Emerging Materials Research7.Peng X., Li D., Wu H., Liu Z., Li J., *Jiang S., Tan J.Uncertainty analysis of composite laminated plate with data-driven polynomial chaos expansion method under insufficient input data of uncertain parameters.Composite Structures(中科院&JCR一区，TOP)8.Jiang S., Feng D., Lu C.A sustainable innovation-additional services for products based on personalised customer value.Sustainability 9.Zhang Z., Li X., Yu X., Chai H., Li Y., Wu H., Jiang S.Magnetic actuation bionic robotic gripper with bistable morphing structure.Composite Structures(中科院&JCR一区，TOP)10.Zhang Z., Wang C., Li F., Bao Y., Wu H., Jiang S., Chai G.Improved empirical wavelet transform method based on spectrum trend for gearbox fault signal processing.Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering（机械工程专业期刊）11.Zhang Z., Li Y., Yu X., Li X., Wu H., Wu H., Jiang S., Chai G.Bistable morphing composite structures: A review.Thin-Walled Structures(JCR一区，TOP)12.Ma W., Zhang Z., Zhang H., Li Y., Wu H., Jiang S., Chai G.An origami-inspired cube pipe structure with bistable anti-symmetric CFRP shells driven by magnetic field.Smart Materials and Structures(JCR一区，TOP) ▌2018年:1.Jiang S., Jing L., Peng X., Chai H., Li J.Conceptual design conceptual scheme optimization based on integrated design objectives.Concurrent Engineering Research and Applications2.Jing L., Peng X., Li J., Wang J., *Jiang S.A decision approach with multiple interactive qualitative objectives for product conceptual schemes based on noncooperative-cooperative game theory.Advanced Engineering Informatics(中科院&JCR一区，TOP)3.Peng X., Liu Z., Xu X., Li J., Qiu C., *Jiang S.Nonparametric uncertainty representation method with different insufficient data from two sources.Structural and Multidisciplinary Optimization(JCR一区，TOP)4.Li J., Li T., Jia Y., Yang S., *Jiang S., Turng L.-S.Modeling and characterization of crystallization during rapid heat cycle molding.Polymer Testing(JCR一区，TOP)5.Peng X., Wu T., Li J., *Jiang S., Qiu C., Yi B.Hybrid reliability analysis with uncertain statistical variables, sparse variables and interval variables.Engineering Optimization(JCR二区)6.Li J., Li T., Peng X., Liu F., Zhou H., *Jiang S.Optimal design of heating system for electrical rapid heat cycle mold based on multi-objective optimization, multiple-attribute decision-making, and conformal design theory.Advances in Mechanical Engineering7.Peng X., Li J., *Jiang S., Liu Z.Robust topology optimization of continuum structures with loading uncertainty using a perturbation method.Engineering Optimization(JCR二区)8.Jiang S., Feng D., Lu C., Li J., Chai H.Evolutionary design method from product to product service systems [从产品到产品服务系统的演化设计方法].计算机集成制造系统9.Peng X., Wang J., Li J., *Jiang S., Bu W., Yi B., Zhou S.Robust Topology Optimization with Loading Magnitude and Direction Uncertainty.Mechanisms and Machine Science10.Zhang Z., Pan H., Wu H., Jiang S., Chai G.Hygroscopic influence on bistable characteristics of antisymmetric composite cylindrical shells: An experimental study.Journal of Composite Materials(JCR一区，TOP)11.Zhang Z., Ma W., Wu H., Wu H., Jiang S., Chai G.A rigid thick Miura-Ori structure driven by bistable carbon fibre-reinforced polymer cylindrical shell.Composites Science and Technology(JCR一区，TOP)12.Zhang Z., Ye D., Lu C., Li F., Huang Y., Wu H., Jiang S.Modal analysis and structure optimisation of vehicle seat frame based on mass distribution method.International Journal of Vehicle Design13.Zhang Z., Li Y., Wu H., Chen D., Yang J., Wu H., Jiang S., Chai G.Viscoelastic bistable behaviour of antisymmetric laminated composite shells with time-temperature dependent properties.Thin-Walled Structures(JCR一区，TOP) ▌2017年:1.Peng X., Li J., *Jiang S.Unified uncertainty representation and quantification based on insufficient input data.Structural and Multidisciplinary Optimization(JCR一区，TOP)2.Zhang Z., Chen B., Lu C., Wu H., Wu H., Jiang S., Chai G.A novel thermo-mechanical anti-icing/de-icing system using bi-stable laminate composite structures with superhydrophobic surface.Composite Structures(中科院&JCR一区，TOP)3.Lu C., Chai H., Tian M., Peng X., *Jiang S.Product function combination design based on functional redundancy analysis.Concurrent Engineering Research and Applications4.Li J., Yang S., Turng L.-S., Zheng W., *Jiang S.Comparative study of crystallization and lamellae orientation of isotactic polypropylene by rapid heat cycle molding and conventional injection molding.E-Polymers 发明专利 [1] 浙江工业大学之江学院. 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