姜孝谟 - 大连理工大学 - 工业装备结构分析国家重点实验室

个人简介

教育经历 2001.9 2005.3 Ohio state University 结构工程博士 1999.7 2000.12 NationalUniversity of singapong 结构工程硕士 1995.7 1998.3 北京（方）交通大学结构工程硕士 1991.9 1995.6 北京（方）交通大学土木工程学士 1987.9 1990.6 湖南冷水一中无工作经历 2019.4 2019.9 新奥数能科技有限公司（中国）副总裁.北京研究院院长 2017.9 2019.3 Mohawk公司（美国）高级经理 2014.9 2017.8 通用电气（GE）美国技术总监 2010.10 2014.9 通用电气（GE）美国高级工程师 2008.8 2010.9 通用电气（GE）美国主任工程师 2007.10 2008.8 福特汽车公司FORD美国研究工程师 2005.1 2007.9 Uanderbilt University(美国）博士后/副研究员 2000.7 2001.8 Wyoming大学（英国）助理研究员 1998.3 1999.6 同济大学研究工程师

研究领域

能源物联网（电厂、LNG，综合能源）：物联技术、边缘计算、远程可靠性和性能监测、预测维护旋转机械智慧运维（燃机、汽机、离心压缩机、风机等)：监测预警、智能诊断、预测维护、能效模拟人工智能算法：小波信号处理、机器学习、神经元网络、贝叶斯推理、深度学习、联合学习可靠性建模：模型不确定下定量验证、贝叶斯网络、非线性结构等式建模

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

[1]Yang, Shuhua.Information Theory Based Probabilistic Approach to Blade Damage Detection of Turbomachine Using...[J],IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS,2022,67(12):10887-10896 [2]Banfu Yan.Tension Force Estimation of Cables with Two Intermediate Supports[J],International Journal of Structural Stability and Dynamics,2022,20(3):2050032- [3]Yu, J.A comprehensive study on frictional dependence and predictive accuracy of viscoelastic model for ...[J],JOURNAL OF THE AMERICAN CERAMIC SOCIETY,2022,102(11):6606-6617 [4]姜孝谟.A Novel Orbit-based CNN Model for Automatic Fault Identification of Rotating Machines[A],Annual Conference of the PHM Society,2022 [5]徐胜利.A Robust Error-Pursuing Sequential Sampling Approach for Global Metamodeling Based on Voronoi D...[J],JOURNAL OF MECHANICAL DESIGN,2022,136(7) [6]杨淑华.Bayesian Stochastic Neural Network Model for Turbomachinery Damage Prediction[J],INTERNATIONAL JOURNAL OF PROGNOSTICS AND HEALTH MANAGEMENT,2022,9(1) [7]徐胜利.Bayesian wavelet PCA methodology for turbomachinery damage diagnosis under uncertainty[J],MECHANICAL SYSTEMS AND SIGNAL PROCESSING,2022,80:1-18 [8]刘海涛.Deep Latent-Variable Kernel Learning[J],IEEE Transactions on Cybernetics,2022 [9]刘海涛.Modulating scalable Gaussian processes for expressive statistical learning[J],PATTERN RECOGNITION,2022,120 [10]Yan, B.Mode Shape-Aided Tension Forces Estimation of Cable with Arbitrary Boundary Conditions[J],JOURNAL OF SOUND AND VIBRATION,2022,440(3):315-331 [11]姜孝谟.OrbitNet: A new CNN model for automatic fault diagnostics of turbomachines[J],Applied Soft Computing,2022,110 [12]赵海心.基于核密度估计的旋转机械损伤贝叶斯智能评价方法[J],风机技术,2022,62(3):69-76 [13]艾青.基于损伤累积模型的公路隧道渗漏水病害诊断与预测[J],隧道与地下工程灾害防治,2021,3(01):37-47 [14]姜孝谟.基于深度学习的选转机械轴心轨迹自动识别方法[A],Proceedings of Fourth Chinese International Turbomachinery Conference CITC,2022 [15]姜孝谟.基于贝叶斯LSTM的离心压缩机系统识别[A],Proceedings of Fourth Chinese International Turbomachinery Conference CITC,2022 [16]Yang, S.Bayesian Stochastic Neural Network Model for Turbomachinery Damage Prediction[J],International Journal of Prognostics and Health Management,2021,9(1):1-19 [17]Banfu Yan.Tension Force Estimation of Cables with Two Intermediate Supports[J],International Journal of Structural Stability and Dynamics,2021,20(3):2050032- [18]姜孝谟.基于深度学习的选转机械轴心轨迹自动识别方法[A],2021 [19]姜孝谟.基于贝叶斯LSTM的离心压缩机系统识别[A],2021 [20]姜孝谟.A Novel Orbit-based CNN Model for Automatic Fault Identification of Rotating Machines[A],2021 [21]Yu, J.A comprehensive study on frictional dependence and predictive accuracy of viscoelastic model for ...[J],Journal of the American Ceramic Society,2021,102(11):6606-6617 [22]Yan, B.Mode Shape-Aided Tension Forces Estimation of Cable with Arbitrary Boundary Conditions[J],Journal of Sound and Vibration,2021,440(3):315-331 [23]赵海心.基于核密度估计的旋转机械损伤贝叶斯智能评价方法[J],风机技术,2021,62(3):69-76 [24]刘海涛.Deep Latent-Variable Kernel Learning[J],IEEE Transactions on Cybernetics,2021

学术兼职

现任《ASME-Journal of Risk and Uncertainty Analysis》等３个国际学术期刊编委，美国ASME模型验证委员会委员，美国注册土木工程师；担任30余家国际学术期刊及数十家国际学术会议的评委，并多次受邀担任不同国际会议的副主编、编委或技术指导。