彭翔

个人简介 博士，副教授，硕士生导师，中国机械工程学会高级会员，中国图学学学会第七届产品信息建模专业委员会委员，高端激光制造装备省部共建协同创新中心办公室主任。主持国家自然科学基金面上项目、自然科学基金青年基金项目、浙江省自然科学基金一般项目、博士后科学基金面上项目等多项国家与省部级项目，并参与了国家重点研发计划、自然科学基金重点项目等多项国家级项目。已发表SCI论文20余篇，申请/授权国家发明专利10余项，并担任Structural and Multidisciplinary Optimization、Composite Structure、Engineering Optimization、International Journal of Heat and Mass Transfer等多个国际期刊审稿人。从事机械产品优化设计的相关研究工作，研究方向包括：1）复杂装备不确定性优化设计理论与方法2）基于机器学习的拓扑与尺寸优化3）结构-材料-工艺一体化设计4）可变形4D打印方法及应用5）复合材料结构优化设计个人主页：https://www.researchgate.net/profile/Xiang-Peng-2https://scholar.google.com/citations?user=rE8e73EAAAAJ&hl=zh-CN热烈欢迎机械、力学、数学、计算机相关专业的博士后、博士、硕士加入课题组。  教学与课程 本科生教学：[1] 2017.09-至今：本科生课程《机械设计A》[2] 2018.01-至今：本科生课程《机械专业基础综合设计实践》[3] 2019.09-至今：本科生课程《机械系统设计》教学改革：[1] 2019年高校省级精品课程《机械设计》 (第3完成人)[2] 浙江省高等教育十三五第一批教学改革项目《机械原理混合式课堂教学改革方法研究》 (第2完成人)[3] 2018年浙江工业大学核心课程建设项目《机械原理》  (第2完成人)教改论文：《面向工程能力培养的机械设计课程教学改革研究》 育人成果 1) 在读学生：博士生： 高启龙19级硕士：叶彤、郭玉良20级硕士：邵宇杰、王俊、王明博21级硕士：刘国澳、江浩浩、郑垚2) 协助指导学生16级硕士生：王建翔、邬天骥17级硕士生：徐小青、李登洪18级硕士生：李治、许青青、鄢杭泽20级硕士生：王南航 科研项目 [1]   国家自然科学基金面上项目. 基于稀疏变量不确定性表征的复杂装备结构稳健设计方法研究, 项目负责人，2019.01-2022.12.[2]   国家自然科学基金青年项目. 不完备/冗余数据下复杂产品关联建模设计方法及其应用, 项目负责人，2017.01-2020.12.[3]   浙江省自然科学基金一般项目. 基于自适应深度学习的多尺度不确定性优化设计方法及应用, 项目负责人，2021.01-2023.12[4]   浙江省自然科学基金一般项目. 基于贫采样数据的复杂产品不确定性设计方法及其应用, 项目负责人，2019.01-2021.12  科研成果 [1]    Peng Xiang, Xu Xiaoqing, Li Jiquan, Jiang Shaofei A Sampling-Based Sensitivity Analysis Method Considering the Uncertainties of Input Variables and Their Distribution Parameters. Mathematics 2021, 9, 1095. https://doi.org/10.3390/math9101095[2]    Peng Xiang, Qiu Chan, Li Jiquan, Wu Huaping, Liu Zhenyu, and Jiang Shaofei. Multiple-scale uncertainty optimization design of hybrid composite structures based on neural network and genetic algorithm. Composite Structures, 2021, 262: 113371.[3]    Xiang Peng, Tong Ye, Jiquan Li, Huaping Wu, Shaofei Jiang, Guohai Chen. Multi-scale uncertainty quantification of composite laminated plate considering random and interval variables with data driven PCE method. Mechanics of Advanced Materials and Structures, 2020, 1-11.[4]    Peng Xiang, Yuliang Guo, Chan Qiu, Huaping Wu, Jiquan Li, Guohai Chen, Shaofei Jiang*, and Zhenyu Liu. Reliability optimization design for composite laminated plate considering multiple types of uncertain parameters. Engineering Optimization 2021, 53 (2): 221-236.[5]    Chen Guohai, Wang Tong, Lu Congda, Yang Yuanshan, Li Lin, Yin Zichao, and Peng Xiang*. Uncertainty Representation of Natural Frequency for Laminated Composite Cylindrical Shells Considering Probabilistic and Interval Variables. Applied Sciences, 2021, 11(4): 1883.[6]    Peng Xiang, Denghong Li, Jiquan Li, Shaofei Jiang*, and Qilong Gao. Improvement of Flow Distribution by New Inlet Header Configuration with Splitter Plates for Plate-Fin Heat Exchanger. Energies 2020, 13(6): 1323.[7]    Peng, Xiang, Qilong Gao, Jiquan Li, Zhenyu Liu, Bing Yi, and Shaofei Jiang. Probabilistic Representation Approach for Multiple Types of Epistemic Uncertainties Based on Cubic Normal Transformation. Applied Sciences 10, no. 14 (2020): 4698.[8]    Peng, Xiang, Denghong Li, Huaping Wu, Zhenyu Liu, Jiquan Li*, Shaofei Jiang, and Jianrong Tan. Uncertainty analysis of composite laminated plate with data-driven polynomial chaos expansion method under insufficient input data of uncertain parameters. Composite Structures 2019, 209: 625-633.[9]    Peng Xiang, Qiu Chan, Li Jiquan, Jiang Shaofei*. Thermal Compensation Effect of Passage Arrangement Design for Inlet Flow Maldistribution in Multiple-stream Plate-fin Heat Exchanger [J], Heat Transfer Engineering, 2019, 40(15), 1239-1248.[10] Qiu, Chan, Xiang Peng*, Zhenyu Liu, and Jianrong Tan. Sensitivity Analysis of Random and Interval Uncertain Variables Based on Polynomial Chaos Expansion Method. IEEE Access, 2019, 7: 73046-73056.[11] Lu, Congda, Fengye Shi, Jing Jin, and Xiang Peng*. Study on the Properties of Vertical Carbon Nanotube Films Grown on Stainless Steel Bipolar Plates. Materials 2019, 12(6): 899.[12]Peng Xiang, Liu Zhenyu, Xu Xiaoqing, Li Jiquan, Qiu Chan, Jiang Shaofei. Nonparametric uncertainty representation method with different insufficient data from two sources [J], Structural and Multidisciplinary Optimization, 2018, 58(5): 1947-1960.[13]Peng Xiang, Wu Tianji, Li Jiquan, Jiang Shaofei*, Qiu Chan, and Yi Bing. Hybrid reliability analysis with uncertain statistical variables, sparse variables and interval variables [J]. Engineering Optimization, 2018: 50(8):1347-1363 (SCI, IF=1.728)[14]Peng Xiang, Li Jiquan, Jiang Shaofei*, and Liu Zhenyu. Robust topology optimization of continuum structures with loading uncertainty using perturbation method [J], Engineering Optimization, 2018, 50(4): 584-598. (SCI, IF=1.728)[15]Peng Xiang, Li Jiquan, and Jiang Shaofei*. Unified uncertainty representation and quantification based on insufficient input data [J]. Structural and Multidisciplinary Optimization, 2017, 56(6): 1305-1317.(SCI IF=2.377, 他引1次)[16]Liu Zhenyu, Peng Xiang*, Qiu Chan, Tan Jianrong, Duan Guifang, and Cheng Jin. Simulation-based robust design of complex product considering uncertainties of metamodel, design variables, and noise parameters [J]. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 2017, 231(20): 3715-3727. (SCI IF=0.730)[17]Peng Xiang, Wang Jianxiang, Li Jiquan, Jiang Shaofei*, Bu Wanghui, Yi Bing, and Zhou Sihang. Robust topology optimization with loading magnitude and direction uncertainty [C]. International Conference on Mechanical Design, 2017: 455-466. (EI)[18]Peng Xiang, Liu Zhenyu*, Qiu Chan, and Tan Jianrong. Effect of inlet flow maldistribution on the passage arrangement design of multi-stream plate-fin heat exchanger[J]. Applied Thermal Engineering, 2016, 103, 67-76. (SCI IF=3.043, 他引5次)[19]Peng Xiang, Liu Zhenyu*, Qiu Chan, and Tan Jianrong. Passage arrangement design for multi-stream plate-fin heat exchanger under multiple operating conditions [J]. International Journal of Heat and Mass Transfer, 2014, 77, 1055-1062.[20]Peng Xiang, Liu Zhenyu, Tan Jianrong, Bu Wanghui. Compartmental modeling and solving of large-scale distillation columns under variable operating conditions [J]. Separation and Purification Technology, 2012, 98: 280-289.[21]彭翔,李登洪,李吉泉,姜少飞.板翅式换热器中新型微凸翅片结构设计及性能分析[J/OL].中国机械工程, 2021, 1-8.[22]姜少飞, 邬天骥, 彭翔*, 李吉泉, 李治, & 孙涛. (2020). 基于 XGBoost 特征提取的数据驱动故障诊断方法. 中国机械工程, 31(10), 1232-1239.[23]  彭翔, 刘振宇, 谭建荣, 卜王辉. 基于多重耦合聚类的复杂产品多变量关联设计模型分解 [J]. 机械工程学报, 2013, 49(3): 111-121.（EI收录）[24]  彭翔, 刘振宇, 谭建荣, 卜王辉. 基于变关联分析的复杂产品设计模型简化[J]. 计算机辅助设计与图形学学报, 2013, 25(8): 1245-1254. 社会服务 国际国内学术组织兼职：1) 中国机械工程学会高级会员2) 中国图学学学会第七届产品信息建模专业委员会委员3) 高端激光制造装备省部共建协同创新中心办公室主任4) 国家自然科学基金通讯评审专家5) 广东省自然科学基金通讯评审专家6) 《机械工程学报》、《浙江大学学报（工学版）》、Structural and Multidisciplinary Optimization、Engineering Optimization、Composite Structure、International Journal of Heat and Mass Transfer、Journal of Mechanical Science and Technology等多个国际专业期刊审稿人