Qiang Zhou

Orcid: 0000-0003-1348-8861

Affiliations:
  • University of Arizona, Tucson, AZ, USA
  • City University of Hong Kong, Systems Engineering and Engineering Management, Hong Kong (2012 - 2016)
  • University of Wisconsin Madison, Industrial and Systems Engineering, WI, USA (PhD 2011)


According to our database1, Qiang Zhou authored at least 21 papers between 2011 and 2024.

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Bibliography

2024
Optimal Composite Likelihood Estimation and Prediction for Distributed Gaussian Process Modeling.
IEEE Trans. Pattern Anal. Mach. Intell., February, 2024

2022
A random forest with multi-fidelity Gaussian process leaves for modeling multi-fidelity data with heterogeneity.
Comput. Ind. Eng., 2022

2021
Joint Modeling of Degradation and Lifetime Data for RUL Prediction of Deteriorating Products.
IEEE Trans. Ind. Informatics, 2021

Adaptive sequential predictive maintenance policy with nonperiodic inspection for hard failures.
Qual. Reliab. Eng. Int., 2021

Modeling multivariate profiles using Gaussian process-controlled B-splines.
IISE Trans., 2021

2020
Efficient monitoring of autocorrelated Poisson counts.
IISE Trans., 2020

2019
Multiple-Change-Point Modeling and Exact Bayesian Inference of Degradation Signal for Prognostic Improvement.
IEEE Trans Autom. Sci. Eng., 2019

2018
A Noise Resistant Correlation Method for Period Detection of Noisy Signals.
IEEE Trans. Signal Process., 2018

Pairwise Estimation of Multivariate Gaussian Process Models With Replicated Observations: Application to Multivariate Profile Monitoring.
Technometrics, 2018

A Wavelet-Based Statistical Approach for Monitoring and Diagnosis of Compound Faults With Application to Rolling Bearings.
IEEE Trans Autom. Sci. Eng., 2018

Remaining useful life prediction for hard failures using joint model with extended hazard.
Qual. Reliab. Eng. Int., 2018

Prediction of hard failures with stochastic degradation signals using Wiener process and proportional hazards model.
Comput. Ind. Eng., 2018

2017
Monitoring Spatial Uniformity of Particle Distributions in Manufacturing Processes Using the K Function.
IEEE Trans Autom. Sci. Eng., 2017

Sequential design strategies for mean response surface metamodeling via stochastic kriging with adaptive exploration and exploitation.
Eur. J. Oper. Res., 2017

2016
Remaining Useful Life Prediction of Lithium-Ion Batteries Based on Spherical Cubature Particle Filter.
IEEE Trans. Instrum. Meas., 2016

Pairwise Meta-Modeling of Multivariate Output Computer Models Using Nonseparable Covariance Function.
Technometrics, 2016

2014
Detecting 3D Spatial Clustering of Particles in Nanocomposites Based on Cross-Sectional Images.
Technometrics, 2014

Vibration Sensor Data Denoising Using a Time-Frequency Manifold for Machinery Fault Diagnosis.
Sensors, 2014

Sequential experimental designs for stochastic kriging.
Proceedings of the 2014 Winter Simulation Conference, 2014

2013
Evaluation and Comparison of Mixed Effects Model Based Prognosis for Hard Failure.
IEEE Trans. Reliab., 2013

2011
A Simple Approach to Emulation for Computer Models With Qualitative and Quantitative Factors.
Technometrics, 2011


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