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IISE Transactions Volume 52, 2020 - Issue 3
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Design & Manufacturing

Bayesian closed-loop robust process design considering model uncertainty and data quality

Linhan OuyangCollege of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing, P.R. China; View further author information
,
Jianxiong ChenSchool of Mechanical Engineering and Automation, Fuzhou University, Fuzhou, P.R. China; View further author information
,
Yizhong MaSchool of Economics and Management, Nanjing University of Science and Technology, Nanjing, P.R. China; View further author information
,
Chanseok ParkDepartment of Industrial Engineering, Pusan National University, Busan, Korea; ORCID Iconhttp://orcid.org/0000-0002-2208-3498View further author information
ORCID Icon &
Jionghua (Judy) JinDepartment of Industrial and Operations Engineering, University of Michigan, Ann Arbor, MI, USACorrespondence[email protected]
View further author information
Pages 288-300 | Received 27 Jul 2018, Accepted 17 Jun 2019, Published online: 09 Aug 2019

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Shijuan Yang, Jianjun Wang, Jiawei Wu & Yiliu Tu. (2023) Modeling and optimization for multiple correlated responses with distribution variability. IISE Transactions 55:5, pages 480-495.
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Xiaojian Zhou, Dan Xiao, Jieyao Yu & Ting Jiang. (2022) Incremental Huber-Support vector regression based online robust parameter design. Communications in Statistics - Theory and Methods 0:0, pages 1-21.
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Shijuan Yang, Jianjun Wang, Xiaolei Ren & Tingyu Gao. (2021) Bayesian online robust parameter design for correlated multiple responses. Quality Technology & Quantitative Management 18:5, pages 620-640.
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Zebiao Feng, Jianjun Wang, Yan Ma & Yizhong Ma. (2021) Integrated parameter and tolerance design based on a multivariate Gaussian process model. Engineering Optimization 53:8, pages 1349-1368.
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Linhan Ouyang, Chanseok Park, Yan Ma, Yizhong Ma & Min Wang. (2021) Bayesian hierarchical modelling for process optimisation. International Journal of Production Research 59:15, pages 4649-4669.
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Zebiao Feng, Jianjun Wang, Yizhong Ma & Yiliu Tu. (2021) Robust parameter design based on Gaussian process with model uncertainty. International Journal of Production Research 59:9, pages 2772-2788.
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Zhenliang Jiang, Jiawei Wu, Fu Huang, Yifan Lv & Liangqi Wan. (2021) A novel adaptive Kriging method: Time-dependent reliability-based robust design optimization and case study. Computers & Industrial Engineering 162, pages 107692.
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Yaping Li, Enrico Zio & Ershun Pan. (2021) An MEWMA-based segmental multivariate hidden Markov model for degradation assessment and prediction. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability 235:5, pages 831-844.
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Xiaojian Zhou, Ting Jiang, Zihan Zhou & Xuelong Hu. (2021) Sequential ∊-Support Vector Regression based Online Robust Parameter Design. Computers & Industrial Engineering 158, pages 107391.
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Xuehong Gao & Can Cui. (2021) A note on the warehouse location problem with data contamination. RAIRO - Operations Research 55:2, pages 1113-1135.
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Jiawei Wu, Zhenliang Jiang, Liangqi Wan, Huaming Song & Kashif Abbass. (2021) Robust Optimization for Precision Product using Taguchi-RSM and Desirability Function. Arabian Journal for Science and Engineering 46:3, pages 2803-2814.
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Yan Ma, Jianjun Wang, Zebiao Feng & Yiliu (Paul) Tu. (2022) Multi-Stage Online Robust Parameter Design Based on Bayesian Gp Model. SSRN Electronic Journal.
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