Works (22)
Updated: September 13th, 2023 05:01
2023 journal article
A convex two-dimensional variable selection method for the root-cause diagnostics of product defects
RELIABILITY ENGINEERING & SYSTEM SAFETY, 229.
author keywords: Fault/defect diagnostics; Quality control; Penalized matrix regression; Group lasso; Sparsity; Generalized linear model
Sources: Web Of Science, ORCID
Added: November 7, 2022
2023 journal article
Sparse Hierarchical Parallel Residual Networks Ensemble for Infrared Image Stream-Based Remaining Useful Life Prediction
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 19(10), 10613–10623.
author keywords: Degradation; Feature extraction; Streaming media; Residual neural networks; Ensemble learning; Computer architecture; Kernel; Hierarchical parallel residual network (HPRN); infrared image stream-based prognostics; remaining useful life (RUL) prediction; sparse ensemble
Sources: Web Of Science, ORCID
Added: September 11, 2023
2022 journal article
Adversarial Regressive Domain Adaptation Approach for Infrared Thermography-Based Unsupervised Remaining Useful Life Prediction
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 18(10), 7219–7229.
author keywords: Feature extraction; Degradation; Task analysis; Convolutional neural networks; Optimization; Reliability; Training; Adversarial learning; deep transfer learning; infrared thermography; regressive domain adaptation (DA); remaining useful life (RUL) prediction
Sources: Web Of Science, ORCID
Added: September 6, 2022
2022 review
DISTRIBUTIONALLY ROBUST OPTIMIZATION: A REVIEW ON THEORY AND APPLICATIONS
[Review of ]. NUMERICAL ALGEBRA CONTROL AND OPTIMIZATION, 12(1), 159–212.
author keywords: Distributionally robust optimization; uncertain decision-making; tractable methods; machine learning; operations research
www.aimsciences.org (publisher PDF)
Sources: Web Of Science, ORCID
Added: November 29, 2021
2022 journal article
Spatiotemporal denoising wavelet network for infrared thermography-based machine prognostics integrating ensemble uncertainty
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 173.
author keywords: Infrared thermography; Remaining useful life prediction; 4D wavelet convolution layer; Feature denoising; Predictive uncertainty
Sources: Web Of Science, ORCID
Added: May 31, 2022
2022 journal article
Two-dimensional variable selection and its applications in the diagnostics of product quality defects
IISE TRANSACTIONS, 54(7), 619–629.
author keywords: Penalized matrix regression; two-dimensional variable selection; adaptive group LASSO; block coordinate proximal descent
Sources: Web Of Science, ORCID
Added: May 24, 2021
2021 journal article
Infrared image stream based regressors for contactless machine prognostics
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 154.
author keywords: Prognostics and health management; Remaining useful life prediction; Neural network; Multiple weighted time window; Image stream based regressor
Sources: Web Of Science, ORCID
Added: March 8, 2021
2021 journal article
Integrated Remanufacturing and Opportunistic Maintenance Decision-Making for Leased Batch Production Lines
JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME, 143(8).
author keywords: remanufacturing; opportunistic maintenance; product-service paradigm; batch production; saved leasing profit; plant engineering and maintenance
Sources: Web Of Science, ORCID
Added: July 19, 2021
2021 journal article
Multi-sensor prognostics modeling for applications with highly incomplete signals
IISE TRANSACTIONS, 53(5), 597–613.
author keywords: RUL; degradation modelling; multi-stream signal fusion; missing data
Sources: Web Of Science, ORCID
Added: September 7, 2020
2021 journal article
Multichannel profile-based monitoring method and its application in the basic oxygen furnace steelmaking process
JOURNAL OF MANUFACTURING SYSTEMS, 61, 375–390.
author keywords: Condition monitoring; Functional data analysis; Mahalanobis distance; Support vector data description
Sources: Web Of Science, ORCID
Added: November 23, 2021
2021 conference paper
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.
Source: ORCID
Added: February 24, 2022
2021 journal article
Remaining useful life prediction based on a multi-sensor data fusion model
RELIABILITY ENGINEERING & SYSTEM SAFETY, 208.
author keywords: Prognostic degradation modeling; Remaining useful life prediction; Big data; Multi-sensor fusion; State-space model
Sources: Web Of Science, ORCID
Added: March 22, 2021
2019 journal article
Image-Based Prognostics Using Penalized Tensor Regression
TECHNOMETRICS, 61(3), 369–384.
author keywords: Image streams; (Log)-location-scale distribution; Penalized tensor regression; Residual useful lifetimes
Sources: Web Of Science, ORCID
Added: September 9, 2019
2019 journal article
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).
author keywords: mass customization; condition monitoring; opportunistic maintenance; degradation signal; product order
Sources: Web Of Science, ORCID
Added: April 15, 2019
2019 article
Penalized matrix regression for two-dimensional variable selection
ArXiv. http://www.scopus.com/inward/record.url?eid=2-s2.0-85098348719&partnerID=MN8TOARS
Source: ORCID
Added: February 24, 2022
2019 journal article
Prognostic and health management for adaptive manufacturing systems with online sensors and flexible structures
COMPUTERS & INDUSTRIAL ENGINEERING, 133, 57–68.
author keywords: Prognostic and health management; Online sensor; Flexible structure; Time-to-failure; Flexible opportunistic window
Sources: Web Of Science, ORCID
Added: July 15, 2019
2018 conference paper
Real-Time Predictive Analytics Using Degradation Image Data
Proceedings - Annual Reliability and Maintainability Symposium, 2018-January.
Source: ORCID
Added: February 24, 2022
2017 article
Image-based prognostics using penalized tensor regression
ArXiv. http://www.scopus.com/inward/record.url?eid=2-s2.0-85092884816&partnerID=MN8TOARS
Source: ORCID
Added: February 24, 2022
2017 journal article
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).
author keywords: opportunistic maintenance; product-service paradigm; leasing profit optimization; multi-unit leased system; individual machine deterioration
Source: ORCID
Added: February 24, 2022
2017 journal article
Multistream sensor fusion-based prognostics model for systems with single failure modes
Reliability Engineering and System Safety, 159, 322–331.
author keywords: Degradation modeling; Functional variables selection; (log)-location-scale regression; Multivariate functional principal components analysis; Signal fusion
Source: ORCID
Added: February 24, 2022
2017 journal article
Scalable prognostic models for large-scale condition monitoring applications
IISE Transactions, 49(7), 698–710.
author keywords: Degradation modeling; residual useful life; functional (log)-location-scale regression; functional principal components analysis; signal fusion
Source: ORCID
Added: February 24, 2022
2015 journal article
An adaptive functional regression-based prognostic model for applications with missing data
RELIABILITY ENGINEERING & SYSTEM SAFETY, 133, 266–274.
author keywords: Condition monitoring; Prognostics; Functional principal components analysis; Functional regression analysis; Remaining useful life
Sources: Web Of Science, ORCID
Added: November 7, 2018
