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A Novel Unsupervised Domain Adaptation Transformation Reconstructed Gated Recurrent Unit Framework Considering Prediction Uncertainty for Machinery Prognostics Under Variable Lubrication Conditions

Xintian Shen, Zi Wang, Peng Ding, Xiaoli Zhao, Minping Jia

Publisher: ASME

ASME J. Risk Uncertainty Part B. March 2025, 11(1): 011101.

Paper No: RISK-23-1097

https://doi.org/10.1115/1.4065753

Published Online: June 29, 2024

View Article titled, A Novel Unsupervised Domain Adaptation Transformation Reconstructed Gated Recurrent Unit Framework Considering Prediction Uncertainty for Machinery Prognostics Under Variable Lubrication Conditions

Topics: Bearings, Errors, Lubrication, Machinery, Uncertainty, Signals, Dimensions, Rolling bearings, Ablation (Vaporization technology), Artificial neural networks

ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering

Limit-State Function Sensitivity under Epistemic Uncertainty: A Convex Model Approach

Haodong Zhao; Changcong Zhou; Qi Chang; Haotian Shi; Marcos A. Valdebenito; Matthias G. R. Faes

Latent Space-Based Likelihood Estimation Using a Single Observation for Bayesian Updating of a Nonlinear Hysteretic Model

Sangwon Lee; Taro Yaoyama; Yuma Matsumoto; Takenori Hida; Tatsuya Itoi

From Impact to Control: Inertially Amplified Friction Bearings

Sudip Chowdhury, Ph.D.; Arnab Banerjee, Ph.D.; Sondipon Adhikari, Ph.D.

Investigating the Evolution Path of Urban Natural Gas Pipeline Accidents Using a Complex Network Approach

Xinhong Li, Ph.D.; Xin Ning; Jie Ma; Ziyue Han

Near-Fault Earthquake-Induced Vibration Control of a Supertall Benchmark Building Using an Inerter-Assisted Compliant Liquid Damper

Tanmoy Konar; Anupam Das; Aparna Dey Ghosh

Protocol for the Validation of Models for Regional Risk Analysis

Yun-Chi Yu; Neetesh Sharma; Paolo Gardoni

Enhancing Reliability of Construction Contingency Estimation at the Scoping Phase through Historical Cost Data Analysis

Taewoo Ko; Chau Le; H. David Jeong; Kunhee Choi

Seismic Control and Performance Assessment of Isolated Bridges Using Integration of Negative Stiffness and Inerter-Based Supplemental Control Devices

Naqeeb Ul Islam; R. S. Jangid

Advantages and Limitations of Bayesian Approaches to Decision-Making in Construction Management: A Critical Review (1988–2023)

Guillermo Mejía, Ph.D.; Jaime A. Gutiérrez-Prada; Oscar H. Portilla-Carreño; Jonathan Soto-Paz, Ph.D.

Short-Term Forecasting of Transit Travel Demand: A Customized Relevance Vector Machine Model

Chong Yang, Ph.D.; Yang Li; Wenzhi Yin, Ph.D.; Xiaowei Shi, Ph.D.

Intelligent Landfill Slope Monitoring System and Data Analysis: Case Study for a Landfill Slope in Shenzhen, China

Haoyu Lin; Junchao Li; Jiwu Lan; Shijin Dai; Jianqun Jiang; Yunmin Chen

Analysis of the Influence of Rolling Motion on the ROPAX Vessel with Firewater Accumulation

Honggui Wang; Huseyn Shukurov; Yuan Shu; Zhaolin Wu; Xinjian Wang; Jiajun Sang; Biao Wang

Performance Assessment of Lead Rubber–Isolated Liquid Storage Tanks with Clutching Inertial Systems

Ketan Narayan Bajad; Radhey Shyam Jangid

Robust Modeling of Earthquake Catastrophe Risk for Insurance: An Integrated Approach Incorporating Active Faults and an Epidemic-Type Model

Emmanouil Louloudis, Ph.D.; Alexandros Zimbidis, Ph.D.

Tracing the Factors Influencing Learning from Incidents Behavior in the Construction Industry: Based on a Complex Systems Perspective

Lingna Lin; Jiacheng Zhong

Stochastic Evaluation of Railway Track Buckling Using Monte-Carlo Simulations

Dan Agustin; Qing Wu, Ph.D.; Maksym Spiryagin, Ph.D.; Colin Cole, Ph.D.; Esteban Bernal, Ph.D.

Optimum Design of Hybrid Base Isolation and Tuned Liquid Damper Systems for Structures under Near-Fault Ground Motions

Ayla Ocak; Gebrail Bekdaş; Sinan Melih Nigdeli

Bayesian Finite-Element Model Updating of Bridges Considering Boundary Condition Uncertainties

Shu-Han Yang; Ting-Hua Yi; Chun-Xu Qu; Song-Han Zhang, Ph.D.; Hong-Nan Li

Nondeterministic Kriging for Probabilistic Systems with Mixed Continuous and Discrete Input Variables

Jayasekara Jayasekara; Sabarethinam Kameshwar, Ph.D.

Navigation Decision-Making Method of Complex Multitype Ships’ Routing Waters

Deqing Yu; Yixiong He; Dian Lyu; Jinlai Liu; Xingya Zhao; Liwen Huang

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