Xiaolei Fang

A convex two-dimensional variable selection method for the root-cause diagnostics of product defects

RELIABILITY ENGINEERING & SYSTEM SAFETY, 1.

Adversarial Regressive Domain Adaptation Approach for Infrared Thermography-Based Unsupervised Remaining Useful Life Prediction

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 10.

DISTRIBUTIONALLY ROBUST OPTIMIZATION: A REVIEW ON THEORY AND APPLICATIONS

[Review of ]. NUMERICAL ALGEBRA CONTROL AND OPTIMIZATION, 12(1), 159–212.

Spatiotemporal denoising wavelet network for infrared thermography-based machine prognostics integrating ensemble uncertainty

MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 7.

Infrared image stream based regressors for contactless machine prognostics

MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 154.

Integrated Remanufacturing and Opportunistic Maintenance Decision-Making for Leased Batch Production Lines

JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME, 143(8).

Multichannel profile-based monitoring method and its application in the basic oxygen furnace steelmaking process

JOURNAL OF MANUFACTURING SYSTEMS, 61, 375–390.

Multistream sensor fusion-based prognostics model for systems under multiple operational conditions

Proceedings of the ASME 2021 16th International Manufacturing Science and Engineering Conference, MSEC 2021, 2.

Remaining useful life prediction based on a multi-sensor data fusion model

RELIABILITY ENGINEERING & SYSTEM SAFETY, 208.

Two-dimensional variable selection and its applications in the diagnostics of product quality defects

IISE TRANSACTIONS.

Multi-sensor prognostics modeling for applications with highly incomplete signals

IISE TRANSACTIONS, Vol. 53, pp. 597–613.

Image-Based Prognostics Using Penalized Tensor Regression

TECHNOMETRICS, 61(3), 369–384.

Online Analytics Framework of Sensor-Driven Prognosis and Opportunistic Maintenance for Mass Customization

JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME, 141(5).

Penalized matrix regression for two-dimensional variable selection

ArXiv. http://www.scopus.com/inward/record.url?eid=2-s2.0-85098348719&partnerID=MN8TOARS

Prognostic and health management for adaptive manufacturing systems with online sensors and flexible structures

COMPUTERS & INDUSTRIAL ENGINEERING, 133, 57–68.

Real-Time Predictive Analytics Using Degradation Image Data

Proceedings - Annual Reliability and Maintainability Symposium, 2018-January.

Image-based prognostics using penalized tensor regression

ArXiv. http://www.scopus.com/inward/record.url?eid=2-s2.0-85092884816&partnerID=MN8TOARS

Lease-Oriented Opportunistic Maintenance for Multi-Unit Leased Systems under Product- Service Paradigm

Journal of Manufacturing Science and Engineering, Transactions of the ASME, 139(7).

Multistream sensor fusion-based prognostics model for systems with single failure modes

Reliability Engineering and System Safety, 159, 322–331.

Scalable prognostic models for large-scale condition monitoring applications

IISE Transactions, 49(7), 698–710.

An adaptive functional regression-based prognostic model for applications with missing data

Reliability Engineering and System Safety, 133, 266–274.