Nan Chen

Orcid: 0000-0003-2495-5234

Affiliations:
  • National University of Singapore, Department of Industrial Systems Engineering and Management, Singapore
  • University of Wisconsin Madison, WI, USA (PhD 2010)


According to our database1, Nan Chen authored at least 31 papers between 2008 and 2024.

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Bibliography

2024
Spatio-Temporal Analysis and Prediction of Mass Telecommunication Base Station Failure Events.
Technometrics, 2024

2023
Two-Sided Deep Reinforcement Learning for Dynamic Mobility-on-Demand Management with Mixed Autonomy.
Transp. Sci., July, 2023

2021
A New Multiple Source Domain Adaptation Fault Diagnosis Method Between Different Rotating Machines.
IEEE Trans. Ind. Informatics, 2021

2020
Bayesian Deep-Learning-Based Health Prognostics Toward Prognostics Uncertainty.
IEEE Trans. Ind. Electron., 2020

Defect pattern recognition on wafers using convolutional neural networks.
Qual. Reliab. Eng. Int., 2020

Multi-source Unsupervised Domain Adaptation for Machinery Fault Diagnosis under Different Working Conditions.
Proceedings of the 18th IEEE International Conference on Industrial Informatics, 2020

2019
A Variational Inference-Based Heteroscedastic Gaussian Process Approach for Simulation Metamodeling.
ACM Trans. Model. Comput. Simul., 2019

Joint Online RUL Prediction for Multivariate Deteriorating Systems.
IEEE Trans. Ind. Informatics, 2019

Estimation of Bearing Remaining Useful Life Based on Multiscale Convolutional Neural Network.
IEEE Trans. Ind. Electron., 2019

Phase I Analysis of Hidden Operating Status for Wind Turbine.
Proceedings of the 2019 IEEE International Conference on Industrial Engineering and Engineering Management, 2019

2018
Optimal Inspection and Replacement Policies for Multi-Unit Systems Subject to Degradation.
IEEE Trans. Reliab., 2018

Statistical Analysis of Simulation Output from Parallel Computing.
ACM Trans. Model. Comput. Simul., 2018

An End-to-End Model Based on Improved Adaptive Deep Belief Network and Its Application to Bearing Fault Diagnosis.
IEEE Access, 2018

Clustering Subway Station Arrival Patterns Using Weighted Dynamic Time Warping.
Proceedings of the 2018 IEEE International Conference on Industrial Engineering and Engineering Management, 2018

2017
Modeling Regression Quantile Process Using Monotone B-Splines.
Technometrics, 2017

A state-space-based prognostics model for lithium-ion battery degradation.
Reliab. Eng. Syst. Saf., 2017

2016
A Hierarchical Model for Lithium-Ion Battery Degradation Prediction.
IEEE Trans. Reliab., 2016

Robust Quantile Analysis for Accelerated Life Test Data.
IEEE Trans. Reliab., 2016

A Distribution-Free Multivariate Control Chart.
Technometrics, 2016

2015
Importance Sampling for Reliability Evaluation With Stochastic Simulation Models.
Technometrics, 2015

CUSUM Statistical Monitoring of M/M/1 Queues and Extensions.
Technometrics, 2015

A new class of Wiener process models for degradation analysis.
Reliab. Eng. Syst. Saf., 2015

A Bayesian Approach to Condition Monitoring with Imperfect Inspections.
Qual. Reliab. Eng. Int., 2015

Condition-based maintenance using the inverse Gaussian degradation model.
Eur. J. Oper. Res., 2015

Modeling tunnel profile using Gaussian process.
Proceedings of the 2015 IEEE International Conference on Industrial Engineering and Engineering Management, 2015

Statistical monitoring of longitudinal categorical survey data.
Proceedings of the 2015 IEEE International Conference on Industrial Engineering and Engineering Management, 2015

2014
The Inverse Gaussian Process as a Degradation Model.
Technometrics, 2014

Semiparametric Estimation of Gamma Processes for Deteriorating Products.
Technometrics, 2014

Robust on-line monitoring for univariate processes based on two sample goodness-of-fit test.
Proceedings of the 2014 IEEE International Conference on Industrial Engineering and Engineering Management, 2014

2013
Reliability modeling and analysis for a novel design of modular converter system of wind turbines.
Reliab. Eng. Syst. Saf., 2013

2008
Attribute control charts using generalized zero-inflated Poisson distribution.
Qual. Reliab. Eng. Int., 2008


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