A digital twin-driven hybrid approach for the prediction of performance degradation in transmission unit of CNC machine tool

In-process tool condition forecasting based on a deep learning method

(2020) Huibin Sun et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

A generic tri-model-based approach for product-level digital twin development in a smart manufacturing environment

(2020) Pai Zheng et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

A Digital Twin approach based on nonparametric Bayesian network for complex system health monitoring

(2020) Jinsong Yu et al.   JOURNAL OF MANUFACTURING SYSTEMS

A Reliability Allocation Method for Mechanical Product Based on Meta-Action

(2019) Hui Yu et al.   IEEE TRANSACTIONS ON RELIABILITY

Digital Twin-driven smart manufacturing: Connotation, reference model, applications and research issues

(2019) Yuqian Lu et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Digital twin driven prognostics and health management for complex equipment

(2018) Fei Tao et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

Data-driven smart manufacturing

(2018) Fei Tao et al.   JOURNAL OF MANUFACTURING SYSTEMS

A data-level fusion approach for degradation modeling and prognostic analysis under multiple failure modes

(2018) Abdallah Chehade et al.   JOURNAL OF QUALITY TECHNOLOGY

Employing Knowledge on Causal Relationship to Assist Multidisciplinary Design Optimization

(2018) Di Wu et al.   JOURNAL OF MECHANICAL DESIGN

Digital twin-driven product design, manufacturing and service with big data

(2017) Fei Tao et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

A hybrid framework combining data-driven and model-based methods for system remaining useful life prediction

(2016) Linxia Liao et al.   APPLIED SOFT COMPUTING

Uncertainty Quantification in Gear Remaining Useful Life Prediction Through an Integrated Prognostics Method

(2013) Fuqiong Zhao et al.   IEEE TRANSACTIONS ON RELIABILITY

Enhanced fuzzy-filtered neural networks for material fatigue prognosis

(2012) Dezhi Li et al.   APPLIED SOFT COMPUTING

Fatigue crack growth estimation by relevance vector machine

(2012) Enrico Zio et al.   EXPERT SYSTEMS WITH APPLICATIONS

Remaining Useful Life Estimation of Critical Components With Application to Bearings

(2012) Kamal Medjaher et al.   IEEE TRANSACTIONS ON RELIABILITY

Robust decentralized coordinated attitude control of spacecraft formation

(2011) Haizhao Liang et al.   ACTA ASTRONAUTICA

A hybrid feature selection scheme and self-organizing map model for machine health assessment

(2011) Jianbo Yu   APPLIED SOFT COMPUTING

Machine remaining useful life prediction: An integrated adaptive neuro-fuzzy and high-order particle filtering approach

(2011) Chaochao Chen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Remaining useful life estimation – A review on the statistical data driven approaches

(2010) Xiao-Sheng Si et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Equipment PHM using non-stationary segmental hidden semi-Markov model

(2010) Ming Dong et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Reliability analysis for wind turbines with incomplete failure data collected from after the date of initial installation

(2009) Haitao Guo et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY