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EM-T1Reliability Engineering & System Safety2022230: 108908-108908Deep reinforcement learning for predictive aircraft maintenance using probabilistic Remaining-Useful-Life prognosticsJuseong Lee, Mihaela Mitici被引 217阅读 5高影响力 前 1%基金开放获取安全、风险、可靠性与质量
EM-T2Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability2026Advancing explainable prognostics and health management: Insights from new run-to-failure data of the Tennessee Eastman ProcessDuc An Nguyen, Khanh T. P. Nguyen, Kamal Medjaher被引 0阅读 5基金控制与系统工程
EM-T1Reliability Engineering & System Safety2021217: 107961-107961Fusing physics-based and deep learning models for prognosticsManuel Arias Chao, Chetan S. Kulkarni, Kai Goebel, Olga Fink被引 33阅读 6高影响力 前 10%基金开放获取控制与系统工程金融风险与机器学习
EM-T1Reliability Engineering & System Safety2026271: 112213-112213From physics to machine learning and back: Part I - Learning with inductive biases in prognostics and health management (PHM)Olga Fink, Vinay Sharma, Ismail Nejjar, Leandro Von Krannichfeldt 等 18 人被引 10阅读 7高影响力 前 1%基金开放获取控制与系统工程金融风险与机器学习
EM-T1Reliability Engineering & System Safety2026274: 112435-112435Fusion of heterogeneous data for robust degradation prognosticsEdgar Jaber, Emmanuel Remy, Vincent Chabridon, Mathilde Mougeot 等 5 人被引 4阅读 7高影响力 前 1%基金开放获取安全、风险、可靠性与质量金融风险与机器学习
EM-T1Reliability Engineering & System Safety2018184: 228-239Remaining useful life estimation in aeronautics: Combining data-driven and Kalman filteringMárcia Lourenço Baptista, Elsa M. P. Henriques, Ivo Paixão de Medeiros, Joao P. Malere 等 6 人被引 119阅读 5高影响力 前 1%开放获取安全、风险、可靠性与质量
EM-T1Reliability Engineering & System Safety2022222: 108391-108391Inspection schedule for prognostics with uncertainty managementSeokgoo Kim, Joo-Ho Choi, Nam Ho Kim被引 18阅读 6安全、风险、可靠性与质量
EM-T1Reliability Engineering & System Safety2023243: 109808-109808Similarity learning hidden semi-Markov model for adaptive prognostics of composite structuresNick Eleftheroglou, Georgios Galanopoulos, Θεόδωρος Λούτας被引 34阅读 5高影响力 前 10%基金开放获取土木与结构工程
EM-T1Reliability Engineering & System Safety2025260: 111004-111004A review of prognostics and health management techniques in wind energyJokin Cuesta, Urko Leturiondo, Yolanda Vidal, Francesc Pozo被引 43阅读 2高影响力 前 1%基金开放获取控制与系统工程
EM-WoSComputers & Industrial Engineering2023184: 109605-109605Artificial intelligence-based data-driven prognostics in industry: A surveyMohamed A. El-Brawany, Dina Adel Ibrahim, Hamdy K. Elminir, Hatem M. Elattar 等 5 人被引 46阅读 2高影响力 前 10%控制与系统工程
EM-T1Reliability Engineering & System Safety2026274: 112376-112376From physics to machine learning and back: Part II - Learning and observational bias in prognostics and health management (PHM)Olga Fink, Ismail Nejjar, Vinay Sharma, Keivan Faghih Niresi 等 18 人被引 5阅读 10高影响力 前 10%基金开放获取控制与系统工程金融风险与机器学习
EM-T1Reliability Engineering & System Safety2022226: 108676-108676Probabilistic forecasting informed failure prognostics framework for improved RUL prediction under uncertainty: A transformer case studyJose Ignacio Aizpurua, Brian G. Stewart, S.D.J. McArthur, Markel Peñalba 等 7 人被引 46阅读 5基金开放获取电气与电子工程
EM-T1Reliability Engineering & System Safety2017172: 1-11Remaining useful life estimation in prognostics using deep convolution neural networksXiang Li, Qian Ding, Jian‐Qiao Sun被引 1756阅读 16高影响力 前 1%基金开放获取控制与系统工程
EM-T2Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability2017231(4): 350-363A locally adaptive ensemble approach for data-driven prognostics of heterogeneous fleetsSameer Al‐Dahidi, Francesco Di Maio, Piero Baraldi, Enrico Zio被引 15阅读 2基金开放获取安全、风险、可靠性与质量
EM-T1Reliability Engineering & System Safety2020202: 107052-107052An integrated assessment of safety and efficiency of aircraft maintenance strategies using agent-based modelling and stochastic Petri netsJuseong Lee, Mihaela Mitici被引 92阅读 4高影响力 前 1%基金开放获取安全、风险、可靠性与质量
EM-T1Reliability Engineering & System Safety2022222: 108353-108353Variational encoding approach for interpretable assessment of remaining useful life estimationNahuel Costa, Luciano Sánchez被引 176阅读 5高影响力 前 1%基金开放获取控制与系统工程
EM-T1Reliability Engineering & System Safety2020204: 107194-107194Modernizing risk assessment: A systematic integration of PRA and PHM techniquesRamin Moradi, Katrina M. Groth被引 62阅读 6高影响力 前 10%基金开放获取安全、风险、可靠性与质量
EM-T1Reliability Engineering & System Safety2022226: 108677-108677A physics-regularized data-driven approach for health prognostics of complex engineered systems with dependent health statesMohammadmahdi Hajiha, Xiao Liu, Young M. Lee, Ramin Moghaddass被引 15阅读 2基金开放获取安全、风险、可靠性与质量
EM-T1Reliability Engineering & System Safety2019188: 181-194An enhanced copula-based method for data-driven prognostics considering insufficient training unitsZhimin Xi, Xiangxue Zhao被引 14阅读 2基金开放获取安全、风险、可靠性与质量
