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教育背景 2009.09-2014.06,上海交通大学,机械工程(工业工程),博士 2012.09-2013.12,美国密西根大学,安娜堡分校 (University of Michigan, Ann Arbor),博士联培 2007.09-2009.07,上海交通大学,机械工程(工业工程),硕士(硕博连读) 2003.09-2007.07,上海交通大学,工业工程专业/金融学第二专业,学士 工作经历 2020.11-至今 上海交通大学,学院专业学位研究生教育中心,副主任(兼研究与教学中心主任) 2018.07-至今 上海交通大学,工业工程与管理系,副系主任 2017.06-至今 上海交通大学,机械与动力工程学院,副教授、博士生导师(2022.09晋升为长聘副教授) 2016.04-2017.04 美国佐治亚理工,工业与系统工程学院 (Georgia Institute of Technology, ISyE),博士后 2014.04-2017.05 上海交通大学,机械与动力工程学院,博士后,校博士后联谊会理事长 (2014-2016) 出访及挂职经历 2016.04-2017.04 美国佐治亚理工,工业与系统工程学院 (Georgia Institute of Technology, ISyE),访问学者 2012.09-2013.12 美国密西根大学,安娜堡分校 (University of Michigan, Ann Arbor),访问学者 科研项目 国家自然科学基金和国家重点研发计划 2022-2025 国家重点研发计划“国家质量基础设施体系”专项重点项目(2022YFF0605700):“国产高端数控机床智能组线与可靠性技术标准研究及应用”课题三“面向高服役可靠性的装备故障协同诊断与主动维护技术”,负责人 2019-2022 国家自然科学基金项目(51875359):“基于图像流预测和网络化调度的广域运维租赁产线群组维护建模方法研究”,负责人 2016-2018 国家自然科学基金项目(51505288):“基于健康演化和动态重构的广义制造系统维护建模研究”,负责人 2020-2023 国家重点研发计划“网络协同制造和智能工厂”专项重点项目(2020YFB1711100):“钢铁全流程多工序动态协同运行优化技术及示范应用”课题三“基于多维信息融合的新型复杂故障智能预测与健康管理”,学术骨干 2020-2023 国家自然科学基金项目(51975354):“基于自供能轮缘主-被动压电阻尼的压气机失谐叶轮-转子抑振机理及方法研究”,主参(排2) 2018-2021 国家自然科学基金项目(51775343):“基于高密度点云测量数据的复杂多腔体零件制造误差建模理论与控制方法”,主参(排2) 2018-2020 国家自然科学基金项目(51705321):“样本受限下的关键传动设备衰退演化预测及视情维修决策”,主参(排2) 2017-2020 国家自然科学基金项目(71672109):“多元复杂时空数据建模与监控方法研究”,主参(排2) 2016-2020 国家自然科学基金重点项目(51535007):“发动机缸体加工多尺度误差流建模理论与协调控制方法”,主参 2016-2019 国家自然科学基金项目(51575356):“衰退流驱动的多工序制造系统维护调度研究”,主参 2011-2013 国家自然科学基金项目(51075277):“基于统计学习理论的多工序制造过程产品质量智能控制与诊断”,主参 2010-2012 国家自然科学基金项目(50905115):“变动作业计划约束下离散制造系统动态维护调度研究”,主参 主持承担课题项目 2022-2025 嘉洋智慧安全生产科技发展(北京)有限公司合作项目:“基于人工智能的设备智能诊断与大数据分析”,负责人 2022-2023 湖北中烟工业有限责任公司合作项目(2022JSGY3SC2B033):“卷烟工厂零备件库存精益管控研究”,负责人 2022-2023 中船-交大海洋装备前瞻创新联合基金面上项目(22B010432):“基于精度链与大数据的大型邮轮装配质量控制关键技术研究”,负责人 2022-2023 上海节卡机器人科技有限公司合作项目:“机器人单关节模组电流信号至振动信号的映射模型研究”,负责人 2021-2022 上海商用飞机系统工程科创中心联合研究基金(FASE-2021-M7):“考虑飞行工况的民机多层级维修决策技术研究”,负责人 2021-2021 上海智能制造功能平台公司委托项目:“维保专家知识库设计”,负责人 2021-2023 “深蓝计划”基金面上项目(SL2021MS008):“融合工艺精度链与工业大数据的船舶智能装配质量控制研究”,负责人 2020-2023 上海市“科技创新行动计划”自然科学基金(20ZR1428600):“智能化集装箱码头成套系统全球网络化多中心运维调度优化”,负责人 2020-2022 教育部-中国移动科研基金研发项目(MCM20180703):“智能制造关键技术建设项目”方向三“智能决策——智能预测、诊断及维护等理论与技术”,联络人 2020-2021 湖北中烟工业公司合作项目:“设备大修决策模型”和“工厂能耗预测模型”,负责人 2019-2020 中国质量发展研究院开放课题(019CIQ008):“装备制造产业广域运维管理与服务质量提升研究”,负责人 2019-2019 机械系统与振动国家重点实验室重点课题(MSVZD201909):“多层级能源优化控制的可持续制造系统维护建模研究”,负责人 2019-2019 国家市场监督管理总局质量发展局项目(ZL-JC-2019022):“制造业重点质量状况分析项目”,负责人 2018-2018 上海市技术性贸易措施应对专项(18TBT003):“标准和创新在上海高端制造业国际贸易中的协同路径研究”,负责人 2017-2021 德国西门子Center of Excellence (CoE) China Program合作项目:“Machinery Predictive Maintenance for Gas Turbine Blade Factory 燃气轮机叶片工厂设备的可预测性维护研究”,负责人 2017-2019 上海交通大学“双一流”建设项目人才计划项目(WF220402011):“面向先进制造模式的复杂系统智能运维研究”,负责人 2017-2019 上海振华重工集团合作项目:“智能制造车间生产线大数据运维决策”,负责人 2017-2018 上汽通用汽车公司合作项目:“备件管理-大数据项目(第一阶段)-备件重复性筛查功能开发”,负责人 2014-2017 中国博士后科学基金第五十六批面上资助项目(2014M561465):“批量制造下生产驱动的机会维护动态建模与优化研究”,负责人 2014-2016 国家智能制造装备发展专项:“智能化集装箱码头成套装卸系统”子课题“自动化码头信息化管控系统及网络”,负责人 2021-2023 工信部高技术船舶科研项目:“深水高效海上风电安装平台关键技术研究”专题八“复杂工况下关键系统智能监控与远程诊断”,技术负责人 2019-2020 国家市场监督管理总局质量基础设施效能研究重点实验室开放课题(KF20180302):“高端装备型企业QI集成与效能评估研究”,技术负责人 2019-2020 上海市技术性贸易措施应对专项(19TBT012):“上海市高端装备制造业标准化发展分析”,技术负责人 2017-2018 西门子中国研究院合作项目:“Factory Production Optimization 工厂生产优化研究”,技术负责人 主要参与课题项目 2020-2023 科技部“网络协同制造和智能工厂”专项重点项目:“钢铁全流程多工序动态协同运行优化技术及示范应用”,学术骨干 2019-2021 张江国家自主创新示范区专项发展资金重大项目(ZJ2020-ZD-010):“上海长兴海洋智能装备创新平台(一期)”, 学术骨干 2018-2019 中国路桥工程有限责任公司合作项目:“欧洲地区(黑山项目)QHSE管理的策略研究”,学术骨干 2017-2019 上海理想信息产业集团合作项目:“大型装备运行状态远程监测分析研究及试点”,学术骨干 2019-2021 上海市市场监督管理局科研项目(2019-51):“市场监管综合指数(MRCI)编制研究”,学术骨干 2018-2019 中国工程院重大咨询项目子课题:“中国标准2035”,学术骨干 2023-2024 中国工程院制造强国重大战略咨询课题(六期)子课题:“面向中长期战略目标的优质制造发展路径与技术路线”,学术骨干 2021-2022 中国工程院制造强国重大战略咨询课题(五期)子课题:“新时期优质制造若干重大问题研究”,学术骨干 2019-2020 中国工程院制造强国重大战略咨询课题(四期)子课题:“面向2035优质制造发展战略研究”,学术骨干 2017-2018 中国工程院制造强国重大战略咨询课题(三期)子课题:“优质制造行动对策研究”,学术骨干 2015-2016 中国工程院制造强国重大战略咨询课题(二期)子课题:“制造业质量与品牌发展战略研究”,学术骨干 2013-2014 中国工程院制造强国重大战略咨询课题(一期)子课题:“制造质量强国战略研究”,学术骨干 2017-2020 临港地区智能制造专项(ZN2017020102):“弗劳恩霍夫协会-上海交通大学智能制造项目中心”,学术骨干 2017-2020 临港地区智能制造专项(ZN2017020101):“弗劳恩霍夫-上海交通大学工业4.0‘未来智造’体验中心”,学术骨干 2010-2013 上海飞机制造有限公司合作项目:“大型客机总装移动生产线技术研究”,学术骨干 2009-2011 国家科技支撑计划(863)项目(2009AA043000):“集装箱自动化码头装备及示范”,学术骨干 2008-2010 中国航天科技集团公司重点项目:“航天企业典型产品流程再造及制造模式研究”,学术骨干 2008-2009 延锋伟世通汽车饰件系统有限公司合作项目:“精益换模技术的研究和实施”,学术骨干 2007-2009 国家科技支撑计划(863)项目(2007BAF10B00):“7500t 海上起重装备浮吊关键技术研究”,学术骨干 2006-2008 上海市登山行动计划项目(06DZ11202):“高效智能型立体装卸集装箱码头核心技术的研发与应用”,学术骨干 教学工作 课程建设: 2023 上海交通大学一流本科课程(负责人)《生产系统建模与仿真》 2021 上海高校市级重点课程(负责人)《生产系统建模与仿真》 2021 教育部高等学校工业工程类专业优质课程(第二负责人)《生产系统建模与仿真》 2021 上海交通大学第四批在线课程、混合式课程(负责人)《生产系统建模与仿真》 2021 上海交通大学机械与动力工程学院MEM品牌课程(负责人)《质量与可靠性管理》 2020 上海交通大学机械与动力工程学院在线课程(负责人)《生产系统建模与仿真》 2019 上海市教委重点课程(第二负责人)《可靠性与维修管理》 教学授课: [1] 2017-2018-1 IO305《生产系统建模与仿真》(2学分,32学时)本科生,2015级工业工程班(选课人数:57位) [2] 2017-2018-1 ME434《质量控制与质量管理》(3学分,48学时)本科生,2014级卓越工程师班(选课人数:30位) [3] 2018-2019-1 IO305《生产系统建模与仿真》(2学分,32学时)本科生,2016级工业工程班(选课人数:49位) [4] 2018-2019-1 ME434《质量控制与质量管理》(3学分,48学时)本科生,2015级卓越工程师班(选课人数:27位) [5] 2019-2020-1 IO305《生产系统建模与仿真》(2学分,32学时)本科生,2017级工业工程班(选课人数:60位) [6] 2019-2020-1 ME434《质量控制与质量管理》(3学分,48学时)本科生,2016级卓越工程师班(选课人数:11位) [7] 2019-2020-2 MEM6005《质量管理学》(2学分,32学时)硕士生,2019级工程管理班(选课人数:74位) [8] 2019-2020-2 MEM6005《质量与可靠性管理》(2学分,32学时)硕士生,2019级工程管理班(选课人数:14位) [9] 2020-2021-1 IO305《生产系统建模与仿真》(3学分,48学时)本科生,2018级工业工程班(选课人数:56位) [10] 2020-2021-1 ME434《质量控制与质量管理》(3学分,48学时)本科生,2016级卓越工程师班(选课人数:24位) [11] 2020-2021-2 MEM6005《质量与可靠性管理》(2学分,32学时)硕士生,2020级工程管理班(选课人数:77位) [12] 2020-2021-2 MEM6005《质量与可靠性管理》(2学分,32学时)硕士生,2020级工程管理班(选课人数:21位) [13] 2020-2021-2 BS076《毕业设计(机械类)》(4学分,64学时)本科生,2017级工业工程班(选课人数:51位) [14] 2021-2022-1 IO305《生产系统建模与仿真》(3学分,48学时)本科生,2019级工业工程班(选课人数:58位) [15] 2021-2022-2 MEM6005《质量与可靠性管理》(2学分,32学时)硕士生,2021级工程管理班(选课人数:64位) [16] 2021-2022-2 MEM6005《质量与可靠性管理》(2学分,32学时)硕士生,2021级工程管理班(选课人数:21位) [17] 2021-2022-2 BS076《毕业设计(机械类)》(4学分,64学时)本科生,2018级工业工程班(选课人数:38位) [18] 2022-2023-1 IO305《生产系统建模与仿真》(3学分,48学时)本科生,2020级工业工程班(选课人数:61位) [19] 2022-2023-2 MEM6005《质量与可靠性管理》(2学分,32学时)硕士生,2022级工程管理班(选课人数:80位) [20] 2022-2023-2 MEM6005《质量与可靠性管理》(2学分,32学时)硕士生,2022级工程管理班(选课人数:33位) [21] 2022-2023-2 BS076《毕业设计(机械类)》(4学分,64学时)本科生,2019级工业工程班(选课人数:51位) 本科毕业设计: 2017-2018 上海电信制造行业信息化应用基地合作课题:“燃气轮机运维数据采集与工业大数据分析” [1] 卓鹏程 2014级 《基于OHF Elman神经网络的燃气轮机叶片故障诊断研究》(上海交通大学优秀毕业生,上海交通大学工业工程读硕) [2] 朱启杰 2014级 《基于支持向量回归的燃气轮机轴承退化状态及剩余寿命预测研究》(上海交通大学优秀毕业生,上海交通大学安泰管科读硕) [3] 叶子琨 2014级 《基于循环神经网络的燃气轮机排气系统健康预测》(学院荣誉学位毕业生,伊利诺伊大学厄巴纳-香槟分校UIUC工业工程读博) [4] 龚海磊 2014级 《基于SOM神经网络的燃气轮机燃料系统故障诊断研究》(学院荣誉学位毕业生,清华大学工业工程读博) [5] 史周 2014级 《基于结构学习贝叶斯网络的燃气轮机气路故障诊断研究》(复旦大学管院金融工程读硕) 2018-2019 上汽大众汽车有限公司合作课题:“基于移动互联网的智能化生产线大数据共享交流平台” [1] 贾不了 2015级《基于WPHM模型的制造车间维修数据共享研究》(清华大学物流工程读研) [2] 杨毅 2015级《基于分类树与案例推理的生产线维护知识管理研究》(上海交通大学工业工程读硕) [3] 孙超 2015级《基于SOM-BP神经网络的维修平台规划》(上海交通大学安泰管科读硕) [4] 黄胜 2015级《基于大数据的汽车生产线设备维修成本预测》(乔治·华盛顿大学读研) 2018-2019 中国电信上海分公司合作课题:“工业现场级的DateBox研发应用与数据分析” [1] 舒俊清 2015级《基于循环神经网络的起重机故障预测及数据平台构建》(上海交通大学工业工程读硕) [2] 逄文杰 2015级《面向起重机健康管理的数字平台的设计与搭建》(上海交通大学优秀毕业生,马里兰大学计算机工程读博) [3] 宁小涵 2015级《基于可靠性分析的起重机维护决策优化及数据平台构建》(上海交通大学工业工程读硕) [4] 曾罂堰 2015级《基于贝叶斯方法的起重机故障诊断及数据平台构建》(弗吉尼亚理工工业与系统工程读博) 2019-2020上汽大众汽车有限公司合作课题:“基于智能化大数据维修平台的拓展开发和研究” [1] 安向昕 2016级《汽车制造设备的机器学习故障预测与平台应用》(上海交通大学优秀毕业生,上海交通大学工业工程读硕) [2] 黄振彪 2016级《面向制造产线诊断分析的移动端数据平台搭建》(上海飒智智能科技有限公司) [3] 周世林 2016级《基于数据分析的备件管理和故障预测分析技术》(上海交通大学机械工程工程读硕) 2020-2021上汽大众汽车有限公司合作课题:“MEB车间能耗预测与产线能耗建模研究” [1] 曹蕾 2017级《考虑故障扰动的产线能耗建模优化研究》(上海市优秀毕业生,上海交通大学工业工程读硕) [2] 严瑾 2017级《基于门控循环单元神经网络的车间总能耗预测模型》(洛桑联邦理工大学深造) [3] 石易达 2017级《考虑返工情形的产线建模与能耗优化》(上海交通大学工业工程读硕) [4] 王高成 2017级《面向产线能耗预测与优化的平台搭建》(上海交通大学考研) 2021-2022上汽大众汽车有限公司合作课题:“大众多车型多车间调度优化研究” [1] 吴泽林 2018级《汽车涂装及总装车间多车型重排序优化研究》 [2] 马若晨 2018级《多类型车间混流制造系统生产仿真与优化研究》 [3] 许玮 2018级《车身车间产线调度及瓶颈预测优化方法研究》 2022-2023节卡机器人有限公司合作课题:“基于大数据的协作机器人状态监测与健康管理” [1] 林泽宇 2019级《协作机器人数据采集和健康管理系统开发》 [2] 李琦媛 2019级《基于多源域迁移学习的机器人健康评估方法》 [3] 张枫奇 2019级《考虑多变量耦合的机器人状态异常检测研究》 2022-2023上汽大众汽车有限公司合作课题:“MEB车间AGV电池状态评估和健康管理研究” [1] 马昭瑞 2019级《在线充电与变工况下AGV电池健康评估研究》 [2] 黄玮佳 2019级《基于退化轨迹扩增的AGV电池寿命预测方法》 [3] 朱紫仪 2019级《AGV电池健康管理与决策仿真系统开发》 䇹政项目导师立项: 第九期 林泽宇(2019级) 《全球广域工厂网络智能运维技术》 第十期 张枫奇(2019级) 《六轴协作机器人运作状态机器学习预测方法研究》 全员导师指导学生: 2017级 李柔柔、裘柯钧、许昱晖、曹蕾、韩冬阳 2018级 马若晨、黄雨欣、孙际迎、许玮 2019级 李琦媛、夏天才、许珂迪、朱紫仪 2020级 齐婧、展倩、邵思瑜、于佳萌 2021级 马文清、夏俊佶、胡俊儒、蒋蕴赜 校级PRP课题: 2018-2019 第34期上海交通大学PRP项目(T020PRP34023):“面向生产能力波动特性的生产线平衡优化研究” 课题组成员:董量、杨毅、冯皓东 2019-2020 第36期上海交通大学PRP项目(T020PRP36056):“基于灰色理论的工业数据预测方法研究” 课题组成员:李柔柔、裘柯钧、毛雯欣、邬雯暄 2019-2020 第36期上海交通大学PRP项目(T020PRP36039):“基于深度神经网络的故障预测方法研究” 课题组成员:许昱晖、金轩铖、韩冬阳、曹蕾、严瑾 2020-2020 第37期上海交通大学PRP项目(T020PRP37080):“重大装备的深度神经网络健康预测方法研究” 课题组成员:王中昊、彭星皓、李晓霞、孙际迎、黄雨欣 2020-2021 第38期上海交通大学PRP项目(T020PRP38008):“分布式工厂的运维管理与可视化技术研究” 课题组成员:岳子桐、许玮、佟馨怡、张虹念、林泽宇 2021-2022 第40期上海交通大学PRP项目(T020PRP40078):“云边协同下先进制造系统的运维管理与可视化技术研究” 课题组成员:管瑞、李琦媛、章增妮、李策、张午阳 2021-2022 第40期上海交通大学PRP项目(T020PRP40072):“海上风电机组的运维管理与可视化研究” 课题组成员:林泽宇、许珂迪、李彪 2022-2023 第41期上海交通大学PRP项目(T020PRP41007):“基于机器学习方法的六轴协作机器人健康状态预测算法研究” 课题组成员:龚之恒、赵心怡、吴诗怡、胡文宇、林文海 2022-2023 第41期上海交通大学PRP项目(T020PRP41008):“基于知识图谱的飞机维修方案查询系统的构建与应用” 课题组成员:金鼎、聂雨欣、于佳萌、邓智杰、张骥远 2023-2024 第43期上海交通大学PRP项目(T020PRP43036):“多需求模式下的零备件消耗预测研究” 课题组成员:侯翊宸、邓荐峰、马文清、夏俊佶、李俊达 砺远机缘项目: 2021级 立项课题“基于数据挖掘的节卡机器人状态分析与健康预测方法研究” 课题组成员:侯翊宸、汪磊、周进贤、刘灿、陈诺、杨雨凝 2021级 立项课题“云边协同的节卡机器人健康预测与联邦学习” 课题组成员:胡俊儒、刘雅婧、甘颖、赵润璐、张奕炜 软件版权登记及专利 [1] 夏唐斌, 奚立峰, 王猛, 陶辛阳. 大批量定制生产系统的预防维护协同调度优化的方法. 2017年5月10日.(专利授权号: ZL 2014 1 0177780.7) [2] 夏唐斌, 陶辛阳, 奚立峰. 考虑外部环境影响的港口设备智能预防性维护系统及方法.2017年11月28日.(专利授权号: ZL 2015 1 0075039.4) [3] 陶辛阳, 夏唐斌, 奚立峰. 基于约束理论的港口装卸设备智能预防性维护系统及方法.2018年1月2日.(专利授权号: ZL 2015 1 0075051.5) [4] 夏唐斌, 董一凡, 冯翰信, 司国锦, 潘尔顺, 奚立峰. 面向动态重构制造系统的系统层维护调度方法.2021年7月16日.(专利授权号: ZL 2017 1 1258511.3). [5] 夏唐斌, 孙博文, 陈震, 宋亚, 潘尔顺, 奚立峰. 面向租赁化生产的服务外包机会维护方法.2021年8月27日.(专利授权号: ZL 2017 1 1230233.0). [6] 郑宇, 廖江, 张燚尧, 方鸣, 龚海磊, 夏唐斌. 基于自组织映射神经网络的燃料系统故障的检测方法.2021年8月20日.(专利授权号: ZL 2018 1 1353395.8). [7] 夏唐斌, 徐伟, 司国锦, 周骏, 史周, 郑宇. 基于贝叶斯网络模型的燃气轮机气路故障的检测方法. 2019年3月22日. (专利公开号: CN109508745A). [8] 夏唐斌, 徐文华, 宋亚, 严春华, 朱启杰, 郑宇. 基于支持向量回归的燃机轴承剩余使用寿命预测方法. 2019年3月15日. (专利公开号: CN109472241A). [9] 郑宇, 姚磊, 赵飞, 陈捷, 叶子琨, 夏唐斌. 基于循环神经网络的燃气轮机排气系统工况预测方法. 2019年1月25日. (专利公开号: CN109272174A). [10] 孙海, 卓鹏程, 林赟炜, 郑宇, 陈德来, 夏唐斌. 基于改进神经网络的燃气轮机叶片故障诊断方法. 2019年3月12日. (专利公开号: CN109460621A). [11] 夏唐斌, 俞建军, 卓鹏程, 谢晓龙, 蒋一民, 李海伟.一种故障诊断方法和装置. 2022年10月21日. (专利公开号: CN115221911A). [12] 夏唐斌, 俞建军, 蒋一民, 谢晓龙, 卓鹏程, 李海伟. 神经网络模型的训练方法及装置. 2022年11月25日. (专利公开号: CN115392447A). [13] 夏唐斌, 洪舸, 金轩铖, 高硕, 胡小锋, 胡小才, 孙建志, 奚立峰. 用于船舶柔性薄板件装配的胎架布置优化方法. 2023年2月24日. (专利申请号: 202310159514.0). [14] 夏唐斌, 金轩铖, 洪舸, 张开淦, 王皓, 胡小才, 孙建志, 潘尔顺. 船舶柔性零件小组立制造过程中形变预测方法. 2023年2月24日. (专利申请号: 202310159396.3). [15] 夏唐斌, 周晓军, 奚立峰. 全球港口机械维护信息系统V1.0. 2011年7月7日. (著作权登记号: 2011SR044333) [16] 陶辛阳, 夏唐斌, 奚立峰. 港口设备动态智能维护系统软件V1.0. 2014年11月5日. (著作权登记号: 2014SR169633) [17] 陶辛阳, 夏唐斌, 奚立峰. 港口可重构系统预知维护和健康管理决策系统. 2016年1月12日. (著作权登记号: 2016SR007884) [18] 高硕, 夏唐斌, 洪舸, 金轩铖, 奚立峰. 船舶钢板缺陷检测系统软件. 2023年4月21日. (著作权登记号: 2023SR0490831) [19] 洪舸, 夏唐斌, 高硕, 韩冬阳, 潘尔顺. 面向船底薄板分段装配的多工序偏差管理分析系统软件. 2023年4月21日. 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智能制造系统 质量与可靠性

近期论文

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[1] Kaigan Zhang, Tangbin Xia*, Dong Wang, Genliang Chen, Ershun Pan, Lifeng Xi. Privacy-preserving and Sensor-fused Framework for Prognostic & Health Management in Leased Manufacturing System. Mechanical Systems and Signal Processing. 2023, 184, 109666: 1-18. (SCI, EI) 2021IF=8.934 [2] Yimin Jiang, Tangbin Xia*, Xiaolei Fang, Dong Wang, Ershun Pan, Lifeng Xi. Sparse Hierarchical Parallel Residual Networks Ensemble for Infrared Image Stream-Based Remaining Useful Life Prediction. IEEE Transactions on Industrial Informatics. 2023, online, DOI: 10.1109/TII.2022.3229493. (SCI, EI) 2021IF=11.648 [3] Xiangxin An, Guojin Si, Tangbin Xia*, Dong Wang, Ershun Pan, Lifeng Xi. An energy-efficient collaborative strategy of maintenance planning and production scheduling for serial-parallel systems under time-of-use tariffs. Applied Energy. 2023, 336, 120794: 1-14. (SCI, EI) 2021IF=11.446 [4] Tangbin Xia, Xiangxin An*, Huaqiang Yang, Yimin Jiang, Yuhui Xu, Meimei Zheng, Ershun Pan. Efficient Energy Use in Manufacturing Systems – Modeling, Assessment, and Management Strategy. Energies. 2023, 16(3), 1095: 1-20. (SCI, EI) 2021IF=3.252 [5] Yaping Li, Tangbin Xia, Zhen Chen, Ershun Pan*. Multiple degradation-driven preventive maintenance policy for serial-parallel multi-station manufacturing systems. Reliability Engineering & System Safety. 2023, 230, 108905: 1-14. (SCI, EI) 2021IF=7.247 [6] Yaping Li, Tengfei Han, Tangbin Xia, Zhen Chen, Ershun Pan*. A CM&CP framework with a GIACC method and an ensemble model for remaining useful life prediction. Computers in Industry. 2023, 144, 103794: 1-12. (SCI, EI) 2021IF=11.245 [7] Tongtong Yan, Yuting Wang, Tangbin Xia, Bingchang Hou, Lifeng Xi, Dong Wang*. Sparse and Flexible Convex-Hull Representation for Machine Degradation Modeling. IEEE Transactions on Reliability. 2023, 72(1), 27-36. (SCI, EI) 2021IF=5.883 [8] Tongtong Yan, Dong Wang*, Tangbin Xia, Meimei Zheng, Zhike Peng, Lifeng Xi. Entropy-Maximization Oriented Interpretable Health Indicators for Locating Informative Fault Frequencies for Machine Health Monitoring. Mechanical Systems and Signal Processing. 2023, Accepted. (SCI, EI) 2021IF=8.934 [9] Tongtong Yan, Dong Wang*, Tangbin Xia, Zhike Peng, Lifeng Xi. Sparsity Preserving Projection Aided Baselined Hyperdisk Modeling for Interpretable Machine Health Monitoring. Mechanical Systems and Signal Processing. 2023, Accepted. (SCI, EI) 2021IF=8.934 [10] Bingchang Hou, Dong Wang*, Tangbin Xia, Zhike Peng, Kwok-Leung Tsui. Difference Mode Decomposition for Adaptive Signal Decomposition. Mechanical Systems and Signal Processing. 2023, 191, 110203: 1-22. (SCI, EI) 2021IF=8.934 [11] Meimei Zheng, Jie Lin, Tangbin Xia, Yu Liu, Ershun Pan*. Joint Condition-Based Maintenance and Spare Provisioning Policy for a K-out-of-N System with Failures during Inspection Intervals. European Journal of Operational Research. 2023, online, DOI: 10.1016/j.ejor.2023.01.011. (SCI, EI) 2021IF=6.363 [12] Meimei Zheng*, Shuangshuang Dong, Qingwei Wang, Tangbin Xia, Ershun Pan. Sourcing Decisions with Time-Varying Emergency Order Costs and Production Disruption during Environmental Enforcement Campaigns. IEEE Transactions on Engineering Management. 2023, online, DOI: 10.1109/TEM.2023.3253840. (SCI, EI) 2021IF=8.702 [13] Zhen Chen, Di Zhou, Enrico Zio, Tangbin Xia, Ershun Pan*. Adaptive Transfer Learning for Multimode Process Monitoring and Unsupervised Anomaly Detection in Steam Turbines. Reliability Engineering & System Safety. 2023, 234, 109162: 1-12. (SCI, EI) 2021IF=7.247 [14] Yikai Chen, Dong Wang*, Bingchang Hou, Tangbin Xia. Gaussian Assumptions-Free Interpretable Linear Discriminant Analysis for Locating Informative Frequency Bands for Machine Condition Monitoring. Mechanical Systems and Signal Processing. 2023, Accepted. (SCI, EI) 2021IF=8.934 [15] Tongtong Yan, Dong Wang*, Meimei Zheng, Changqing Shen, Tangbin Xia; Zhike Peng. Interpretable Sparse Learned Weights and Their Entropy Based Quantification for Online Machine Health Monitoring. Mechanical Systems and Signal Processing. 2023, Accepted. (SCI, EI) 2021IF=8.934 [16] Zhaolong Han, Hao Chen, Yaoran Chen, Jie Su, Dai Zhou*, Hongbo Zhu, Tangbin Xia, Jiahuang Tu. Aerodynamic performance optimization of vertical axis wind turbine with straight blades based on synergic control of pitch and flap. Sustainable Energy Technologies and Assessments. 2023, 57, 103250. (SCI, EI) 2021IF=7.632 [17] Tangbin Xia, Guojin Si*, Dong Wang, Ershun Pan, Lifeng Xi. Progressive opportunistic maintenance policies for global service-outsourcing network with prognostic updating and dynamical optimization. IEEE Transactions on Reliability. 2022, 71(3), 1340-1354. (SCI, EI) 2021IF=5.883 [18] Tangbin Xia, Guojin Si*, Guo Shi, Kaigan Zhang, Lifeng Xi. Optimal selective maintenance scheduling for series-parallel systems based on energy efficiency optimization. Applied Energy. 2022, 314, 118927: 1-13. (SCI, EI) 2021IF=11.446 [19] Tangbin Xia, Junqing Shu, Yuhui Xu, Yu Zheng, Dong Wang*. Multiscale Similarity Ensemble Framework for Remaining Useful Life Prediction. Measurement. 2022, 188, 110565: 1-18. (SCI, EI) 2021IF=5.131 [20] Tangbin Xia, Yutong Ding, Yifan Dong*, Zhen Chen, Meimei Zheng, Ershun Pan, Lifeng Xi. Collaborative production and predictive maintenance scheduling for flexible flow shop with stochastic interruptions and monitoring data. Journal of Manufacturing Systems. 2022, 65, 640-652. (SCI, EI) 2021IF=9.498 [21] Guojin Si, Tangbin Xia*, Nagi Gebraeel, Dong Wang, Ershun Pan, Lifeng Xi. A reliability-and-cost-based framework to optimize maintenance planning and diverse-skilled technician routing for geographically distributed systems. Reliability Engineering & System Safety. 2022, 226, 108652: 1-15. (SCI, EI) 2021IF=7.247 [22] Guojin Si, Tangbin Xia*, Kaigan Zhang, Dong Wang, Ershun Pan, Lifeng Xi. Technician Collaboration and Routing Optimization in Global Maintenance Scheduling for Multi-center Service Networks. IEEE Transactions on Automation Science and Engineering. 2022, 19(3), 1542-1554. (SCI, EI) 2021IF=6.636 [23] Guojin Si, Tangbin Xia*, Ershun Pan, Lifeng Xi. Service-oriented global optimization integrating maintenance grouping and technician routing for multi-location multi-unit production systems. IISE Transactions. 2022, 54(9), 894-907. (SCI, EI) 2021IF=3.425 [24] Yimin Jiang, Tangbin Xia*, Dong Wang, Xiaolei Fang, Lifeng Xi. Adversarial Regressive Domain Adaptation Framework for Infrared Thermography-based Unsupervised Remaining Useful Life Prediction. IEEE Transactions on Industrial Informatics. 2022, 18(10), 7219 - 7229. (SCI, EI) 2021IF=11.648 [25] Yimin Jiang, Tangbin Xia*, Dong Wang, Xiaolei Fang, Lifeng Xi. Spatiotemporal Denoising Wavelet Network for Infrared Thermography-based Machine Prognostics Integrating Ensemble Uncertainty. Mechanical Systems and Signal Processing. 2022, 173, 109014: 1-18. (SCI, EI) 2021IF=8.934 [26] Yimin Jiang, Tangbin Xia*, Dong Wang, Kaigan Zhang, Lifeng Xi. Joint adaptive transfer learning network for cross-domain fault diagnosis based on multi-layer feature fusion. Neurocomputing. 2022, 487, 228-242. (SCI, EI) 2021IF=5.779 [27] Ying Zhu, Tangbin Xia*, Zhen Chen, Ershun Pan, Lifeng Xi. Optimal maintenance service strategy for OEM entering competitive MRO market under opposite patterns. Reliability Engineering & System Safety. 2022, 217, 108060: 1-14. (SCI, EI) 2021IF=7.247 [28] Ying Zhu, Tangbin Xia*, Ge Hong, Zhen Chen, Ershun Pan, Lifeng Xi. Collaborative maintenance service and component sales under coopetition patterns for OEMs challenged by booming used-component sales. Reliability Engineering & System Safety. 2022, 226, 108712. (SCI, EI) 2021IF=7.247 [29] Ying Zhu, Tangbin Xia*, Zhen Chen, Meimei Zheng, Ershun Pan, Lifeng Xi. Joint optimization of price, warranty and service investment for capital-intensive equipment considering maintenance capacity limits. Computers & Industrial Engineering. 2022, 169, 108152: 1-13. (SCI, EI) 2021IF=7.18 [30] Kaigan Zhang, Tangbin Xia*, Guojin Si, Ershun Pan, Lifeng Xi. An Edge-Based Framework for Real-Time Prognosis and Opportunistic Maintenance in Leased Manufacturing System. IEEE Transactions on Automation Science and Engineering. 2022, Accepted. (SCI, EI) 2021IF=6.636 [31] Yutong Ding, Tangbin Xia*, Mengdie Huang, Yu Zheng, Rui Miao, Lifeng Xi. Predictive Maintenance and Upgrade Scheduling for Production Line under Multi-period Product-service Paradigm. Engineering Optimization. 2022, online, DOI: 10.1080/0305215X.2022.2122457. (SCI, EI) 2021IF=2.5 [32] Xiangxin An, Guojin Si, Tangbin Xia*, Qinming Liu, Yaping Li, Rui Miao. Operation and Maintenance Optimization for Manufacturing Systems with Energy Management. Energies. 2022, 15(19), 7338: 1-19. (SCI, EI) 2021IF=3.252 [33] Zhen Chen, Tangbin Xia, Yanting Li, Ershun Pan*. Random-Effect Models for Degradation Analysis Based on Nonlinear Tweedie Exponential-Dispersion Processes. IEEE Transactions on Reliability. 2022, 71(1), 47-62. (SCI, EI) 2021IF=5.883 [34] Xiufang Zhang, Tangbin Xia, Ershun Pan*, Yuqing Li. Integrated optimization on production scheduling and imperfect preventive maintenance considering multi-degradation and learning-forgetting effects. Flexible Services and Manufacturing Journal. 2022, 34(2), 451-482. (SCI, EI) 2021IF=2.209 [35] Tongtong Yan, Dong Wang*, Tangbin Xia, Zhike Peng, Lifeng Xi. Investigations on Generalized Hjorth’s Parameters for Machine Performance Degradation Assessment. Mechanical Systems and Signal Processing. 2022, 168, 108720: 1-29. (SCI, EI) 2021IF=8.934 [36] Tongtong Yan, Dong Wang*, Tangbin Xia, Lifeng Xi. A Generic Framework for Degradation Modeling Based on Fusion of Spectrum Amplitudes. IEEE Transactions on Automation Science and Engineering. 2022, 19(1), 308-319. (SCI, EI) 2021IF=6.636 (ESI高被引用论文) [37] Tongtong Yan, Dong Wang*, Tangbin Xia, Jie Liu, Zhike Peng, Lifeng Xi. Investigation on Optimal Discriminant Directions of Linear Discriminant Analysis for Locating Informative Frequency Bands for Machine Health Monitoring. Mechanical Systems and Signal Processing. 2022, 180, 109424:1-15. (SCI, EI) 2021IF=8.934 [38] Tongtong Yan, Dong Wang*, Tangbin Xia, Ershun Pan, Zhike Peng, Lifeng Xi. Online Piecewise Convex-optimization Interpretable Weight Learning for Machine Life Cycle Performance Assessment. IEEE Transactions on Neural Networks and Learning Systems. 2022, online, DOI: 10.1109/TNNLS.2022.3183123. (SCI, EI) 2021IF=14.255 [39] Tongtong Yan, Dong Wang*, Tangbin Xia, Ershun Pan, Zhike Peng, Lifeng Xi. New Shapeness Property and Its Convex Optimization Model for Interpretable Machine Degradation Modeling. IEEE Transactions on Reliability. 2022, online, DOI: 10.1109/TR.2022.3190514. (SCI, EI) 2021IF=5.883 [40] Bingchang Hou, Dong Wang*, Tangbin Xia, Lifeng Xi, Zhike Peng, Kwok-Leung Tsui. Complementary Sparsity Measures to Box-Cox Sparsity Measures for Machine Condition monitoring. Mechanical Systems and Signal Processing. 2022, 169, 108751: 1-20. (SCI, EI) 2021IF=8.934 [41] Qinming Liu*, Zhinan Li, Tangbin Xia, Minzhi Xie, Jiaxiang Li. Integrated Structural Dependence and Stochastic Dependence for Opportunistic Maintenance of Wind Turbines by Considering Carbon Emissions. Energies. 2022, 15(2), 625: 1-21. (SCI, EI) 2021IF=3.252 [42] Liang Yang, Qinming Liu*, Tangbin Xia, Chunming Ye, Jiaxiang Li. Preventive Maintenance Strategy Optimization in Manufacturing System Considering Energy Efficiency and Quality Cost. Energies. 2022, 15(21), 8237: 1-18. (SCI, EI) 2021IF=3.252 [43] Tongtong Yan, Dong Wang*, Meimei Zheng, Tangbin Xia, Ershun Pan, Lifeng Xi. Fisher’s Discriminant Ratio Based Health Indicator for Locating Informative Frequency Bands for Machine Performance Degradation Assessment. Mechanical Systems and Signal Processing. 2022, 162, 108053: 1-20. (SCI, EI) 2021IF=8.934 [44] Zhen Chen, Di Zhou, Enrico Zio, Tangbin Xia, Ershun Pan*. A Deep Learning Feature Fusion based Health Index Construction Method for Prognostics Using Multiobjective Optimization. IEEE Transactions on Reliability. 2022, online, DOI: 10.1109/TR.2022.3215757. (SCI, EI) 2021IF=5.883 [45] Tangbin Xia, Bowen Sun, Zhen Chen, Ershun Pan, Hao Wang, Lifeng Xi*. Opportunistic maintenance policy integrating leasing profit and capacity balancing for serial-parallel leased systems. Reliability Engineering & System Safety. 2021, 205, 107233: 1-10. (SCI, EI) 2021IF=7.247 [46] Tangbin Xia, Yifan Dong, Ershun Pan, Meimei Zheng, Hao Wang, Lifeng Xi*. Fleet-level opportunistic maintenance for large-scale wind farms integrating real-time prognostic updating. Renewable Energy. 2021, 163, 1444-1454. (SCI, EI) 2021IF=8.634 [47] Tangbin Xia, Pengcheng Zhuo, Lei Xiao, Shichang Du, Dong Wang, Lifeng Xi*. Multi-stage Fault Diagnosis Framework for Rolling Bearing Based on OHF Elman AdaBoost-Bagging Algorithm. Neurocomputing. 2021, 433(14), 237-251. (SCI, EI) 2021IF=5.779 [48] Tangbin Xia, Kaigan Zhang, Bowen Sun, Xiaolei Fang, Lifeng Xi*. Integrated Remanufacturing and Opportunistic Maintenance decision-making for Leased Batch Production Lines. Journal of Manufacturing Science and Engineering-Transactions of the ASME. 2021, 143(8), 081003: 1-13. (SCI, EI) 2021IF=3.952 [49] Tangbin Xia, Guo Shi, Guojin Si, Shichang Du, Lifeng Xi*. Energy-oriented joint optimization of machine maintenance and tool replacement in sustainable manufacturing. Journal of Manufacturing Systems. 2021, 59, 261-271. (SCI, EI) 2021IF=9.498 [50] Tangbin Xia, Yimin Jiang, Pengcheng Zhuo, Lifeng Xi, Dong Wang*. Dual-ensemble Multi-feedback Neural Network for Gearbox Fault Diagnosis. IEEE Transactions on Instrumentation and Measurement. 2021, 70, 3519610: 1-10. (SCI, EI) 2021IF=5.332 [51] Yifan Dong, Tangbin Xia*, Dong Wang, Xiaolei Fang, Lifeng Xi. Infrared Image Stream based Regressors for Contactless Machine Prognostics. Mechanical Systems and Signal Processing. 2021, 154, 107592: 1-17. (SCI, EI) 2021IF=8.934 [52] Mengdie Huang, Tangbin Xia*, Zhen Chen, Ershun Pan, Lifeng Xi. A DEA integrated grey factor analysis approach for efficiency evaluation and ranking in uncertain systems. Computers & Industrial Engineering. 2021, 162, 107681: 1-13. (SCI, EI) 2021IF=7.18 [53] Zhen Chen, Tangbin Xia, Yanting Li, Ershun Pan*. A hybrid prognostic method based on gated recurrent unit network and an adaptive Wiener process model considering measurement errors. Mechanical Systems and Signal Processing. 2021, 158, 107785: 1-21. (SCI, EI) 2021IF=8.934 [54] Zhen Chen, Tangbin Xia, Di Zhou, Ershun Pan*. A Health Index Construction Framework for Prognostics based on Feature Fusion and Constrained Optimization. IEEE Transactions on Instrumentation and Measurement. 2021, 70, 3523315: 1-15. (SCI, EI) 2021IF=5.332 [55] Ying Zhu, Yaping Li*, Tangbin Xia, Lifeng Xi. A novel grey model for multi-regional macro-data forecasting by considering spatial correlation and actual-state rolling. Journal of Grey System. 2021, 33(2): 14-28. (SCI, EI) 2021IF=1.3 [56] Bingchang Hou, Dong Wang*, Tangbin Xia, Yi Wang, Yang Zhao, Kwok-Leung Tsui. Investigations on Quasi-arithmetic Means for Machine Condition Monitoring. Mechanical Systems and Signal Processing. 2021, 151, 107451: 1-24. (SCI, EI) 2021IF=8.934 [57] Meimei Zheng, Xiaoqian Shi, Tangbin Xia, Wei Qin, Ershun Pan*. Production and Pricing Decisions for New and Remanufactured Products with Customer Prejudice and Accurate Response. Computers & Industrial Engineering. 2021, 157, 107308: 1-17. (SCI, EI) 2021IF=7.18 [58] Tongtong Yan, Dong Wang*, Jinzhen Kong, Tangbin Xia, Zhike Peng, Lifeng Xi. Definition of Signal-to-Noise Ratio of Health Indicators and Its Analytic Optimization for Machine Performance Degradation Assessment. IEEE Transactions on Instrumentation and Measurement. 2021, 70, 3515916: 1-16. (SCI, EI) 2021IF=5.332 [59] Zhaoxiang Chen, Zhen Chen, Di Zhou, Tangbin Xia, Ershun Pan*. Reliability evaluation for multi-state manufacturing systems with quality-reliability dependency. Computers & Industrial Engineering. 2021, 154, 107166: 1-10. (SCI, EI) 2021IF=7.18 [60] Zhen Chen, Yaping Li, Di Zhou, Tangbin Xia, Ershun Pan*. Two-phase degradation data analysis with change-point detection based on Gaussian process degradation model. Reliability Engineering & System Safety. 2021, 216, 107916: 1-13. (SCI, EI) 2021IF=7.247 [61] Qinming Liu*, Daigao Li, Wenyi Liu, Tangbin Xia, Jiaxiang Li. A Novel Health Prognosis Method for a Power System Based on a High-order Hidden semi-Markov Model. Energies. 2021, 14(24), 8208: 1-19. (SCI, EI) 2021IF=3.252 [62] Kun Wang, Guilong Li, Shichang Du*, Lifeng, Xi, Tangbin Xia. State space modelling of variation propagation in multistage machining processes for variable stiffness structure workpieces. International Journal of Production Research. 2021, 59(13), 4033-4052. (SCI, EI) 2021IF=9.018 [63] Qinming Liu*, Wenyi Liu, Jiajian Mei, Guojin Si, Tangbin Xia, Jiarui Quan. A new support vector regression model for equipment health diagnosis with small sample data missing and its application. Shock and Vibration. 2021, 2021, 6675078: 1-11. (SCI, EI) 2021IF=1.616 [64] Xiaolei Lv, Qinming Liu*, Zhinan Li, Yifan Dong, Tangbin Xia, Xiang Chen. A new maintenance optimization model based on three-stage time delay for series intelligent system with intermediate buffer. Shock and Vibration. 2021, 2021, 6694896: 1-19. (SCI, EI) 2021IF=1.616 [65] Tangbin Xia, Ya Song, Yu Zheng, Ershun Pan, Lifeng Xi*. An ensemble framework based on convolutional bi-directional LSTM with multiple time windows for remaining useful life estimation. Computers in Industry. 2020, 115, 103182: 1-15. (SCI, EI) 2021IF=11.245 (ESI高被引用论文) [66] Mengdie Huang, Tangbin Xia*, Hao Zhang, Ershun Pan, Lifeng Xi. Relevance of Quality Infrastructure with Promoting Export Quality Evidence from Emerging Markets. Journal of Grey System. 2020, 32(4), 32-51. (SCI, EI) 2021IF=1.3 [67] Ya Song, Tangbin Xia*, Yu Zheng, Bowen Sun, Ershun Pan, Lifeng Xi. A remaining useful life prediction framework integrating multiple time window convolutional neural networks. Journal of Grey System. 2020, 32(3), 34-47. (SCI, EI) 2021IF=1.3 [68] Lei Xiao*, Tangbin Xia, Ershun Pan, Xinghui Zhang. Long-term predictive opportunistic replacement optimization for a small multi-component system using partial condition monitoring data to date. International Journal of Production Research. 2020, 58(13), 4015-4032. (SCI, EI) 2021IF=9.018 [69] Zhen Chen, Tangbin Xia, Yanting Li, Ershun Pan*. Tweedie exponential dispersion processes for degradation modeling, prognostic and accelerated degradation test planning. IEEE Transactions on Reliability. 2020, 69(3), 887-902. (SCI, EI) 2021IF=5.883 [70] Zhen Chen, Ershun Pan*, Tangbin Xia, Yaping Li. Optimal degradation-based burn-in policy using Tweedie exponential-dispersion process model with measurement errors. Reliability Engineering & System Safety. 2020, 195, 106748: 1-10. (SCI, EI) 2021IF=7.247 [71] Lei Xiao*, Junxuan Tang, Xinghui Zhang, Tangbin Xia. Weak fault detection in rotating machineries by using vibrational resonance and coupled varying-stable nonlinear systems. Journal of Sound and Vibration. 2020, 478, 115355: 1-19. (SCI, EI) 2021IF=4.761 [72] Tangbin Xia, Xiaolei Fang, Nagi Gebraeel, Lifeng Xi, Ershun Pan*. Online analytics framework of sensor-driven prognosis and opportunistic maintenance for mass customization. Journal of Manufacturing Science and Engineering-Transactions of the ASME. 2019, 141(5), 051011: 1-12. (SCI, EI) 2021IF=3.952 [73] Tangbin Xia, Lifeng Xi*. Manufacturing paradigm-oriented PHM methodologies for cyber-physical systems. Journal of Intelligent Manufacturing. 2019, 30(4), 1659-1672. (SCI, EI) 2021IF=7.136 [74] Guojin Si, Tangbin Xia*, Ying Zhu, Shichang Du, Lifeng Xi. Triple-level opportunistic maintenance policy for leasehold service network of multi-location production lines. Reliability Engineering & System Safety. 2019, 190, 106519: 1-13. (SCI, EI) 2021IF=7.247 [75] Yifan Dong, Tangbin Xia*, Xiaolei Fang, Zhenguo Zhang, Lifeng Xi. Prognostic and health management for adaptive manufacturing systems with online sensors and flexible structures. Computers & Industrial Engineering. 2019, 133, 57-68. (SCI, EI) 2021IF=7.18 [76] Hanxin Feng, Tangbin Xia, Wen Da, Lifeng Xi, Ershun Pan*. Concurrent design of cell formation and scheduling with consideration of duplicate machines and alternative process routings. Journal of Intelligent Manufacturing. 2019, 30(1), 275-289. (SCI, EI) 2021IF=7.136 [77] Zhen Chen, Yaping Li, Tangbin Xia, Ershun Pan*. Hidden Markov model with auto-correlated observations for remaining useful life prediction and optimal maintenance policy. Reliability Engineering & System Safety. 2019, 184, 123-136. (SCI, EI) 2021IF=7.247 [78] Hanxin Feng, Changbai Tan, Tangbin Xia, Ershun Pan*, Lifeng Xi. Joint optimization of preventive maintenance and flexible flowshop sequence-dependent group scheduling considering multiple setups. Engineering Optimization. 2019, 51(9), 1529-1546. (SCI, EI) 2021IF=2.5 [79] Lei Xiao, Xinghui Zhang, Siliang Lu*, Tangbin Xia, Lifeng Xi. A novel weak-fault detection technique for rolling element bearing based on vibrational resonance. Journal of Sound and Vibration. 2019, 438, 490-505. (SCI, EI) 2021IF=4.761 [80] Tangbin Xia, Lifeng Xi, Shichang Du, Lei Xiao, Ershun Pan*. Energy-oriented maintenance decision-making for sustainable manufacturing based on energy saving window. Journal of Manufacturing Science and Engineering-Transactions of the ASME. 2018, 140(5), 051001: 1-12. (SCI, EI) 2021IF=3.952 [81] Tangbin Xia, Yifan Dong, Lei Xiao*, Shichang Du, Ershun Pan, Lifeng Xi. Recent advances in prognostics and health management for advanced manufacturing paradigms. Reliability Engineering & System Safety. 2018, 178, 255-268. (SCI, EI) 2021IF=7.247 (ESI高被引用论文) [82] Zhen Chen, Tangbin Xia, Yaping Li, Ershun Pan*. Degradation modeling and classification of mixed populations using segmental continuous Hidden Markov Models. Quality and Reliability Engineering International. 2018, 34(5), 807-823. (SCI, EI) 2021IF=3.007 [83] Hanxin Feng, Lifeng Xi, Tangbin Xia, Ershun Pan*. Concurrent cell formation and layout design based on hybrid approaches. Applied Soft Computing. 2018, 66, 346-359. (SCI, EI) 2021IF=8.263 [84] Hanxin Feng, Lifeng Xi, Lei Xiao, Tangbin Xia, Ershun Pan*. Imperfect preventive maintenance optimization for flexible flowshop manufacturing cells considering sequence-dependent group scheduling. Reliability Engineering & System Safety. 2018, 176, 218-229. (SCI, EI) 2021IF=7.247 [85] Yiping Shao, Yaxiang Yin, Shichang Du*, Tangbin Xia, Lifeng Xi. Leakage monitoring in static sealing interface based on three dimensional surface topography indicator. Journal of Manufacturing Science and Engineering-Transactions of the ASME. 2018, 140(10), 101003: 1-12. (SCI, EI) 2021IF=3.952 [86] Tangbin Xia, Lifeng Xi*, Ershun Pan, Xiaolei Fang, Nagi Gebraeel. Lease-oriented opportunistic maintenance for multi-unit leased systems under product-service paradigm. Journal of Manufacturing Science and Engineering-Transactions of the ASME. 2017, 139(7), 071005: 1-10. (SCI, EI) 2021IF=3.952 [87] Tangbin Xia, Xinyang Tao*, Lifeng Xi. Operation process rebuilding (OPR)-oriented maintenance policy for changeable system structures. IEEE Transactions on Automation Science and Engineering. 2017, 14(1), 139-148. (SCI, EI) 2021IF=6.636 [88] Tangbin Xia, Lifeng Xi, Ershun Pan*, Jun Ni. Reconfiguration-oriented opportunistic maintenance policy for reconfigurable manufacturing systems. Reliability Engineering & System Safety. 2017, 166, 87-98. (SCI, EI) 2021IF=7.247 [89] Xinyang Tao, Tangbin Xia*, Lifeng Xi. Dynamic opportunistic maintenance scheduling for series systems based on theory of constraints (TOC)-VLLTW methodology. Journal of Manufacturing Science and Engineering-Transactions of the ASME. 2017, 139(2), 021009: 1-8. (SCI, EI) 2021IF=3.952 [90] Xinyang Tao, Tangbin Xia*, Lifeng Xi. Environment factor–based equipment hazard rate prognosis for maintenance scheduling. Proceedings of the Institution of Mechanical Engineers Part B-Journal of Engineering Manufacture. 2017, 231(8), 1488-1497. (SCI, EI) 2021IF=2.759 [91] Zhen Chen, Tangbin Xia, Ershun Pan*. Optimal multi-level classification and preventive maintenance policy for highly-reliable products. International Journal of Production Research. 2017, 55(8), 2232-2250. (SCI, EI) 2021IF=9.018 [92] Hanxin Feng, Wen Da, Lifeng Xi, Ershun Pan*, Tangbin Xia. Solving the integrated cell formation and worker assignment problem using particle swarm optimization and linear programming. Computers & Industrial Engineering. 2017, 110, 126-137. (SCI, EI) 2021IF=7.18 [93] Tangbin Xia*, Xiaoning Jin, Lifeng Xi, Jun Ni. Production-driven opportunistic maintenance for batch production based on MAM-APB scheduling. European Journal of Operational Research. 2015, 240(3), 781-790. (SCI, EI) 2021IF=6.363 (ESI高被引用论文) [94] Tangbin Xia*, Xiaoning Jin, Lifeng Xi, Yuejun Zhang, Jun Ni. Operating load based real-time rolling grey forecasting for machine health prognosis in dynamic maintenance schedule. Journal of Intelligent Manufacturing. 2015, 26(2), 269-280. (SCI, EI) 2021IF=7.136 [95] Yuejun Zhang*, Zhiqiang Lu, Tangbin Xia. A dynamic method for the production lot sizing with machine failures. International Journal of Production Research. 2014, 52(8), 2436-2447. (SCI, EI) 2021IF=9.018 [96] Tangbin Xia*, Lifeng Xi, Xiaojun Zhou, Jay Lee. Condition-based maintenance for intelligent monitored series system with independent machine failure modes. International Journal of Production Research. 2013, 51(15), 4585-4596. (SCI, EI) 2021IF=9.018 [97] Tangbin Xia*, Lifeng Xi, Xiaojun Zhou, Jay Lee. Dynamic maintenance decision-making for series-parallel hybrid multi-unit manufacturing system based on MAM-MTW methodology. European Journal of Operational Research. 2012, 221(1), 231-240. (SCI, EI) 2021IF=6.363 [98] Tangbin Xia*, Lifeng Xi, Xiaojun Zhou, Shichang Du. Modeling and optimizing maintenance schedule for energy systems subject to degradation. Computers & Industrial Engineering. 2012, 63(3), 607-614. (SCI, EI) 2021IF=7.18 [99] Tangbin Xia*, Lifeng Xi, Jay Lee, Xiaojun Zhou. Optimal CBPM policy considering maintenance effects and environmental condition. International Journal of Advanced Manufacturing Technology. 2011, 56(9-12), 1181-1193. (SCI, EI) 2021IF=3.563 [100] Jinwen Sun*, Lifeng Xi, Ershun Pan, Shichang Du, Tangbin Xia. Design for diagnosability of multi-station manufacturing systems based on sensor allocation optimization. Computers in Industry. 2009, 60(7), 501-509. (SCI, EI) 2021IF=11.245 EI英文期刊论文 [101] Lei Xiao*, Tangbin Xia. Opportunistic Replacement Optimization for Multi-Component System Based on Programming Theory. Journal of Shanghai Jiao Tong University (Science). 2018, 23(Suppl 1), 77-84. [102] Ya Song, Guo Shi, Leyi Chen, Xinpei Huang, Tangbin Xia*. Remaining Useful Life Prediction of Turbofan Engine Using Hybrid Model Based on Autoencoder and Bidirectional Long Short-Term Memory. Journal of Shanghai Jiao Tong University (Science). 2018, 23(Suppl 1), 85-94. (《上海交通大学学报(英文版)》2020年度有影响力论文) [103] Pengcheng Zhuo, Ying Zhu, Wenxuan Wu, Junqing Shu, Tangbin Xia*. Real-Time Fault Diagnosis for Gas Turbine Blade Based on Output-Hidden Feedback Elman Neural Network. Journal of Shanghai Jiao Tong University (Science). 2018, 23(Suppl 1), 95-102. (《上海交通大学学报(英文版)》2020年度有影响力论文) [104] Yingcui Xu, Xiangxin An, Ying Zhu, Tangbin Xia*, Rui Miao. Joint Optimization for Product Warranty and Preventive Maintenance in Service Supply Chain. Journal of Physics: Conference Series. 2021, 1983, 012113: 1-8. [105] Yaxiang Yin, Kun Wang, Yiping Shao, Shichang Du*, Lifeng Xi, Tangbin Xia. Cylinder head gasket design optimization based on high definition metrology. Journal of Physics: Conference Series. 2021, 1983, 012116: 1-7. [106] Bohan Leng, He Sun, Guojin Si, Tangbin Xia*, Hao Wang. Digital Twin and Manufacturing Simulation Integrated Platform Embedded in Cyber-Physical System. Journal of Physics: Conference Series. 2021, 1983, 012117: 1-8. [107] Gen Liu, Ge Hong, Mengdie Huang, Tangbin Xia*, Zheng Chen. Integrated Modelling of Automobile Maintenance Expert System based on Knowledge Graph. Journal of Physics: Conference Series. 2021, 1983, 012118: 1-7. [108] Yuhui Xu, Dongyang Han, Yimin Jiang, Rourou Li, Junqing Shu, Jianfeng Tao, Tangbin Xia*. An ensemble framework based on diversity enhancement and difference indicator for fault diagnosis of rotating components with unknown modes. Journal of Physics: Conference Series. 2022, 2369, 012098: 1-9. (MEIE2022年度最具人气论文二等奖) [109] Xiangxin An, Lei Cao, Guojin Si, Zhen Chen, Meimei Zheng, Jianfeng Tao, Tangbin Xia*. Energy-conscious maintenance and production scheduling for a single machine under time-of-use tariffs. Journal of Physics: Conference Series. 2022, 2369, 012097: 1-7.(MEIE2022年度最具人气论文三等奖) [110] He Sun, Yutong Ding, Kaigan Zhang, Zelin Wu, Xueqi Xing, Zhi Fan, Tangbin Xia*. Online Energy Consumption Optimization Method for Rework Production Systems. Journal of Physics: Conference Series. 2022, 2369, 012094: 1-8. [111] Shuo Gao, Ge Hong, Xueqi Xing, Dongyang Han, Rourou Li, Joachim Seidelmann, Tangbin Xia*. A Dynamic Learning Network for Steel Surface inspection based on Structural Re-parameterization. Journal of Physics: Conference Series. 2023, Accepted. [112] Xuancheng Jin, Kaigan Zhang, Yuhui Xu, Lei Cao, Yutong Ding, Joachim Seidelmann, Tangbin Xia*. High-precision deformation prediction for compliant parts in the ship sub-assembly process. Journal of Physics: Conference Series. 2023, Accepted. 国际会议论文 [113] Yimin Jiang, Yuhui Xu, Yutong Ding, Meimei Zheng, Dong Wang, Tangbin Xia*, Lifeng Xi. A Multiscale Sparse Ensemble Network for Machine Prognostics Based on Infrared Image Streams. 19th IEEE International Conference on Automation Science and Engineering (CASE). August 26-29, 2023, Auckland, New Zealand. [114] Junqing Shu, Yuhui Xu, Xuancheng Jin, Dongyang Han, Tangbin Xia*. A Novel Similarity-based Method for Remaining Useful Life Prediction under Multiple Fault Modes. IEEE Global Reliability & Prognostics and Health Management Conference (PHM-Nanjing 2021). October 15-17, 2021, Nanjing, China. [115] Yimin Jiang, Lei Cao, Rourou Li, Kaigan Zhang, Tangbin Xia*. Cross-domain intelligent fault diagnosis using transferable bilinear neural network. IEEE Global Reliability & Prognostics and Health Management Conference (PHM-Nanjing 2021). October 15-17, 2021, Nanjing, China. [116] Hanyu Wang, Zhen Chen, Tangbin Xia, Di Zhou, Ershun Pan*. A Wiener process model with kernel-based time transformation for nonlinear degradation data. IEEE Global Reliability & Prognostics and Health Management Conference (PHM-Nanjing 2021). October 15-17, 2021, Nanjing, China. [117] Ya Song, Laurens Bliek, Tangbin Xia, Yingqian Zhang*. A Temporal Pyramid Pooling-Based Convolutional Neural Network for Remaining Useful Life Prediction. 31st European Safety and Reliability Conference (ESREL2021). 19-23 September 2021, Angers, France. [118] Pengcheng Zhuo, Tangbin Xia*, Kaigan Zhang, Zhen Chen, Lifeng Xi. Improved Elman neural network in turbine blade fault diagnosis. The Third International Workshop on Materials Science and Mechanical Engineering (IWMSME 2020). April 18-20, 2020, Hangzhou, China. [119] Yifan Dong, Tangbin Xia*, Lei Xiao, Ershun Pan, Lifeng Xi. Real-time prognostic and dynamic maintenance window scheme for reconfigurable manufacturing systems. Proceedings of the ASME 2019 14th International Manufacturing Science and Engineering Conference (MSEC 2019). June 10-14, 2019, Erie, PA, USA. [120] Fei Zhao, Liang Chen, Tangbin Xia, Zikun Ye, Yu Zheng*. Gas Turbine Exhaust System Health Management Based on Recurrent Neural Networks. 11th CIRP Conference on Industrial Product-Service Systems. Procedia CIRP. May 29-31, 2019, 83, 630-635, Zhuhai and Hong Kong, China. [121] Cunwu Sun, Meimei Zheng, Shichang Du, Kan Wu, Hao Zhou, Tangbin Xia, Jie Lin. Ordering Problem with Known Capacity in Smart Factory. 2019 IEEE International Conference on Industrial Cyber Physical Systems (ICPS 2019). May 6-9, 2019 in Taipei, Taiwan, China. [122] Bowen Sun, Tangbin Xia*, Ya Song, Wenyu Guo, Lifeng Xi. Lease-oriented opportunistic maintenance for series-parallel systems by integrating capacity balancing. IEEE International Conference on Industrial Engineering and Engineering Management (IEEM 2018). December 16-19, 2018, 202-206, Bangkok, Thailand. [123] Wenyu Guo, Tangbin Xia*, Guojin Si, Bowen Sun, Ershun Pan. Improved lease-oriented opportunistic maintenance for two-machine one-buffer system under product-service paradigm. IEEE International Conference on Industrial Engineering and Engineering Ma

学术兼职

[1] 上海市现代设计法研究会,副秘书长 [2] 机械系统与振动国家重点实验室,固定成员 [3] 上海市网络制造与企业信息化重点实验室,固定成员 [4] 上海港口与海洋重装备安全工程技术研究中心,固定成员 [5] 上海交通大学人工智能研究院云边端协同制造研究中心,固定成员 [6] 上海市政府质量奖评审专家 [7] 江苏省质量专家(2019-2023) [8] 中国质量发展研究院,中心组成员(院长助理) [9] 弗劳恩霍夫协会-上海交通大学智能制造中心,中心组成员(中方副主任) [10] 上海交通大学博士后联谊会理事长(2014-2016) [11] 国家SCI期刊《Energies》编委(影响因子3.004,2021-至今) [12] 国际SCI期刊《Shock and Vibration》编委(影响因子1.543,2020-至今) [13] 国内核心期刊《工业工程与管理》编委(FMS管理科学高质量期刊) [14] 国内核心期刊《船舶工程》编委(中国造船工程学会会刊) [15] 国际SCI期刊《Materials》(影响因子3.623)《Sensors》(3.576)《Applied Sciences》(2.679)专题编辑(“Advances in Non-Destructive Testing Methods”,2022) [16] 第五届、第六届机械、电子和工业工程国际学术会议(International Conference on Mechanical, Electric and Industrial Engineering,MEIE2022、MEIE2023),大会联席主席 [17] 北京市自然科学基金评审专家 [18] 教育部全国本科毕业论文抽检评审专家 [19] 美国机械工程师学会(ASME),会员 [20] 国际电气和电子工程师学会(IEEE),会员 [21] 国际运筹与管理科学学会(INFORMS),会员 [22] 国际工业与系统工程学会(IISE),会员 [23] 中国人类工效学学会,会员 [24] 中国机械工程学会,会员 [25] 期刊审稿人,主要包括: Operational Research, IIE Transactions, European Journal of Operational Research, Mechanical Systems and Signal Processing, Omega, International Journal of Production Research, International Journal of Production Economics, IEEE TIE, IEEE TASE, IEEE TR, ASME JMSE

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