Advanced search
Publication Cover
IISE Transactions Volume 50, 2018 - Issue 10
Submit an article Journal homepage
1,004
Views
28
CrossRef citations to date
0
Altmetric
Quality & Reliability Engineering

Weakly correlated profile monitoring based on sparse multi-channel functional principal component analysis

Chen ZhangDepartment of Industrial Engineering, Tsinghua University, Beijing, P.R. ChinaView further author information
,
Hao YanComputing, Informatics, and Decision Systems Engineering, Arizona State University, Tempe, AZ, USACorrespondence[email protected]
View further author information
,
Seungho LeeSamsung Electronics, Suwon, South KoreaView further author information
&
Jianjun ShiDepartment of Industrial & Systems Engineering, Georgia Institute of Technology, Atlanta, GA, USAView further author information
Pages 878-891 | Received 18 Apr 2017, Accepted 07 Feb 2018, Published online: 08 Jun 2018

Citations (28)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (16)

Alexander Krall, Daniel Finke & Hui Yang. (2023) Virtual sensing network for statistical process monitoring. IISE Transactions 55:11, pages 1103-1117.
Read now
Zhenyu Wu, Yanting Li, Fugee Tsung & Ershun Pan. (2023) Real-time monitoring and diagnosis scheme for IoT-enabled devices using multivariate SPC techniques. IISE Transactions 55:4, pages 348-362.
Read now
Xingchen Liu, Juan Du & Zhi-Sheng Ye. (2023) A Covariate-Regulated Sparse Subspace Learning Model and Its Application to Process Monitoring and Fault Isolation. Technometrics 65:2, pages 269-280.
Read now
Jie Guo, Hao Yan & Chen Zhang. (2023) A Bayesian Partially Observable Online Change Detection Approach with Thompson Sampling. Technometrics 65:2, pages 179-191.
Read now
Peiyao Liu, Juan Du, Yangyang Zang, Chen Zhang & Kaibo Wang. (2023) In-profile monitoring for cluster-correlated data in advanced manufacturing system. Journal of Quality Technology 55:2, pages 195-219.
Read now
Jianjun Shi. (2023) In-process quality improvement: Concepts, methodologies, and applications. IISE Transactions 55:1, pages 2-21.
Read now
Nathan Gaw, Safoora Yousefi & Mostafa Reisi Gahrooei. (2022) Multimodal data fusion for systems improvement: A review. IISE Transactions 54:11, pages 1098-1116.
Read now
Jaesung Lee, Chao Wang, Xiaoyu Sui, Shiyu Zhou & Junhong Chen. (2022) Landmark-embedded Gaussian process with applications for functional data modeling. IISE Transactions 54:11, pages 1033-1046.
Read now
Andi Wang, Tzyy-Shuh Chang & Jianjun Shi. (2022) Multiple event identification and characterization by retrospective analysis of structured data streams. IISE Transactions 54:9, pages 908-921.
Read now
Anh Tuan Bui & Daniel W. Apley. (2022) Robust monitoring of stochastic textured surfaces. International Journal of Production Research 60:16, pages 5071-5086.
Read now
Hao Yan, Marco Grasso, Kamran Paynabar & Bianca Maria Colosimo. (2022) Real-time detection of clustered events in video-imaging data with applications to additive manufacturing. IISE Transactions 54:5, pages 464-480.
Read now
Xinyu Zhao, Hao Yan, Zhiyong Hu & Dongping Du. (2022) Deep spatio-temporal sparse decomposition for trend prediction and anomaly detection in cardiac electrical conduction. IISE Transactions on Healthcare Systems Engineering 12:2, pages 150-164.
Read now
Hui Wu, Chen Zhang & Yan-Fu Li. (2022) Monitoring Heterogeneous Multivariate Profiles Based on Heterogeneous Graphical Model. Technometrics 64:2, pages 210-223.
Read now
Chen Zhang, Hao Yan, Seungho Lee & Jianjun Shi. (2021) Dynamic Multivariate Functional Data Modeling via Sparse Subspace Learning. Technometrics 63:3, pages 370-383.
Read now
Kai Wang & Fugee Tsung. (2021) Hierarchical sparse functional principal component analysis for multistage multivariate profile data. IISE Transactions 53:1, pages 58-73.
Read now
Yangyang Zang & Kaibo Wang. (2019) Robust profile alignment based on penalised-spline smoothing. International Journal of Production Research 57:10, pages 2966-2983.
Read now

Articles from other publishers (12)

Rui Wang & Songhao Wang. (2023) Similarity searching for fault diagnosis of defect patterns in wafer bin maps. Computers & Industrial Engineering 185, pages 109679.
Crossref
Chen Zhang, Baihua Zheng & Fugee Tsung. (2023) Multi-view metro station clustering based on passenger flows: a functional data-edged network community detection approach. Data Mining and Knowledge Discovery 37:3, pages 1154-1208.
Crossref
Yifu Li, Hao Yan & Ran Jin. (2023) Multi-Task Learning With Latent Variation Decomposition for Multivariate Responses in a Manufacturing Network. IEEE Transactions on Automation Science and Engineering 20:1, pages 285-295.
Crossref
Ziyue Li, Hao Yan, Fugee Tsung & Ke Zhang. (2022) Profile Decomposition Based Hybrid Transfer Learning for Cold-Start Data Anomaly Detection. ACM Transactions on Knowledge Discovery from Data 16:6, pages 1-28.
Crossref
Yanqing Deng, Bingchang Hou, Yikai Chen & Dong Wang. (2022) Nonparametric nonlinear profile monitoring method for machine condition monitoring. Journal of Physics: Conference Series 2369:1, pages 012096.
Crossref
Kai Wang & Fugee Tsung. (2022) Sparse and Robust Multivariate Functional Principal Component Analysis for Passenger Flow Pattern Discovery in Metro Systems. IEEE Transactions on Intelligent Transportation Systems 23:7, pages 8367-8379.
Crossref
Amirhossein Fallahdizcheh & Chao Wang. (2022) Transfer learning of degradation modeling and prognosis based on multivariate functional analysis with heterogeneous sampling rates. Reliability Engineering & System Safety 223, pages 108448.
Crossref
Peng Zhou, Peiyao Liu, Shilong Wang, Chen Zhang, Junxing Zhang & Shaobo Li. (2022) Functional state-space model for multi-channel autoregressive profiles with application in advanced manufacturing. Journal of Manufacturing Systems 64, pages 356-371.
Crossref
Ahmad Kamal Mohd Nor, Srinivasa Rao Pedapati, Masdi Muhammad & Víctor Leiva. (2021) Overview of Explainable Artificial Intelligence for Prognostic and Health Management of Industrial Assets Based on Preferred Reporting Items for Systematic Reviews and Meta-Analyses. Sensors 21:23, pages 8020.
Crossref
Chen Zhang, Steven C. H. Hoi & Fugee Tsung. (2020) Time-Warped Sparse Non-negative Factorization for Functional Data Analysis. ACM Transactions on Knowledge Discovery from Data 14:6, pages 1-23.
Crossref
Keke Huang, Yiming Wu, Chunhua Yang, Gongzhuang Peng & Weiming Shen. (2020) Structure Dictionary Learning-Based Multimode Process Monitoring and its Application to Aluminum Electrolysis Process. IEEE Transactions on Automation Science and Engineering 17:4, pages 1989-2003.
Crossref
Hao Yan, Huai-Ming Yeh & Nurettin Sergin. (2019) Image-based Process Monitoring via Adversarial Autoencoder with Applications to Rolling Defect Detection. Image-based Process Monitoring via Adversarial Autoencoder with Applications to Rolling Defect Detection.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.