Qiang Zhou

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 16

Top Topics

Gaussian Process

Experimental Designs

Spatial Clustering

Noise Resistant

Top Venues

IEEE Trans Autom. Sci. Eng.

Comput. Ind. Eng.

Publications

Yongxiang Li, Qiang Zhou, Wei Jiang, Kwok-Leung Tsui
Optimal Composite Likelihood Estimation and Prediction for Distributed Gaussian Process Modeling. IEEE Trans. Pattern Anal. Mach. Intell. 46 (2) (2024)
Mithun Ghosh, Lang Wu, Qing Hao, Qiang Zhou
A random forest with multi-fidelity Gaussian process leaves for modeling multi-fidelity data with heterogeneity. Comput. Ind. Eng. 174 (2022)
Jiawen Hu, Qiuzhuang Sun, Zhi-Sheng Ye, Qiang Zhou
Joint Modeling of Degradation and Lifetime Data for RUL Prediction of Deteriorating Products. IEEE Trans. Ind. Informatics 17 (7) (2021)
Lang Wu, Qiang Zhou
Adaptive sequential predictive maintenance policy with nonperiodic inspection for hard failures. Qual. Reliab. Eng. Int. 37 (3) (2021)
Mithun Ghosh, Yongxiang Li, Li Zeng, Zijun Zhang, Qiang Zhou
Modeling multivariate profiles using Gaussian process-controlled B-splines. IISE Trans. 53 (7) (2021)
Jian Li, Qiang Zhou, Dong Ding
Efficient monitoring of autocorrelated Poisson counts. IISE Trans. 52 (7) (2020)
Yuxin Wen, Jianguo Wu, Qiang Zhou, Tzu-Liang Tseng
Multiple-Change-Point Modeling and Exact Bayesian Inference of Degradation Signal for Prognostic Improvement. IEEE Trans Autom. Sci. Eng. 16 (2) (2019)
Wei Fan, Yongxiang Li, Kwok Leung Tsui, Qiang Zhou
A Noise Resistant Correlation Method for Period Detection of Noisy Signals. IEEE Trans. Signal Process. 66 (10) (2018)
Jianing Man, Qiang Zhou
Prediction of hard failures with stochastic degradation signals using Wiener process and proportional hazards model. Comput. Ind. Eng. 125 (2018)
Jianing Man, Qiang Zhou
Remaining useful life prediction for hard failures using joint model with extended hazard. Qual. Reliab. Eng. Int. 34 (5) (2018)
Wei Fan, Qiang Zhou, Jian Li, Zhongkui Zhu
A Wavelet-Based Statistical Approach for Monitoring and Diagnosis of Compound Faults With Application to Rolling Bearings. IEEE Trans Autom. Sci. Eng. 15 (4) (2018)
Yongxiang Li, Qiang Zhou, Xiaohu Huang, Li Zeng
Pairwise Estimation of Multivariate Gaussian Process Models With Replicated Observations: Application to Multivariate Profile Monitoring. Technometrics 60 (1) (2018)
Xiaohu Huang, Qiang Zhou, Li Zeng, Xiaodong Li
Monitoring Spatial Uniformity of Particle Distributions in Manufacturing Processes Using the K Function. IEEE Trans Autom. Sci. Eng. 14 (2) (2017)
Xi Chen, Qiang Zhou
Sequential design strategies for mean response surface metamodeling via stochastic kriging with adaptive exploration and exploitation. Eur. J. Oper. Res. 262 (2) (2017)
Dong Wang, Fangfang Yang, Kwok-Leung Tsui, Qiang Zhou, Suk Joo Bae
Remaining Useful Life Prediction of Lithium-Ion Batteries Based on Spherical Cubature Particle Filter. IEEE Trans. Instrum. Meas. 65 (6) (2016)
Yongxiang Li, Qiang Zhou
Pairwise Meta-Modeling of Multivariate Output Computer Models Using Nonseparable Covariance Function. Technometrics 58 (4) (2016)
Xi Chen, Qiang Zhou
Sequential experimental designs for stochastic kriging. WSC (2014)
Qingbo He, Xiangxiang Wang, Qiang Zhou
Vibration Sensor Data Denoising Using a Time-Frequency Manifold for Machinery Fault Diagnosis. Sensors 14 (1) (2014)
Qiang Zhou, Junyi Zhou, Michael De Cicco, Shiyu Zhou, Xiaochun Li
Detecting 3D Spatial Clustering of Particles in Nanocomposites Based on Cross-Sectional Images. Technometrics 56 (2) (2014)
Junbo Son, Qiang Zhou, Shiyu Zhou, Xiaofeng Mao, Mutasim Salman
Evaluation and Comparison of Mixed Effects Model Based Prognosis for Hard Failure. IEEE Trans. Reliab. 62 (2) (2013)
Qiang Zhou, Peter Z. G. Qian, Shiyu Zhou
A Simple Approach to Emulation for Computer Models With Qualitative and Quantitative Factors. Technometrics 53 (3) (2011)