Advanced search
Publication Cover
International Journal of Systems Science Volume 53, 2022 - Issue 16
Submit an article Journal homepage
555
Views
28
CrossRef citations to date
0
Altmetric
Research Article

A new key performance indicator oriented industrial process monitoring and operating performance assessment method based on improved Hessian locally linear embedding

Hongjun Zhanga Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, People's Republic of China;b Ansteel Group Corporation Limited, Anshan, Liaoning Province, People's Republic of ChinaView further author information
,
Chi Zhanga Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, People's Republic of ChinaORCID Iconhttps://orcid.org/0000-0003-3929-8660View further author information
ORCID Icon,
Jie Donga Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, People's Republic of China;c National Engineering Research Center for Advanced Rolling and Intelligent Manufacturing, University of Science and Technology Beijing, Beijing, People's Republic of ChinaView further author information
&
Kaixiang Penga Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, People's Republic of China;c National Engineering Research Center for Advanced Rolling and Intelligent Manufacturing, University of Science and Technology Beijing, Beijing, People's Republic of ChinaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0001-8314-3047View further author information
ORCID Icon
Pages 3538-3555 | Received 20 Apr 2022, Accepted 18 Jun 2022, Published online: 05 Jul 2022

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 (1)

Jiang He, Weihua Cao, Wenkai Hu, Wenshuo Song & Min Wu. (2024) Multi-working condition performance assessment based on knowledge extraction of optimal operating states for continuous annealing processes. International Journal of Systems Science 55:5, pages 894-908.
Read now

Articles from other publishers (27)

Xu Chen, Xiao He & Si-Zhao Joe Qin. (2024) Bidirectional Dynamic Latent Variable Analysis for Closed-Loop Process Monitoring. IEEE Transactions on Industrial Electronics 71:8, pages 9823-9833.
Crossref
Xiao He & Zeyi Liu. (2024) Dynamic Model Interpretation-Guided Online Active Learning Scheme for Real-Time Safety Assessment. IEEE Transactions on Cybernetics 54:5, pages 2734-2745.
Crossref
Qing Li, Yangfan Wang, Jie Dong, Chi Zhang & Kaixiang Peng. (2024) Multi-node knowledge graph assisted distributed fault detection for large-scale industrial processes based on graph attention network and bidirectional LSTMs. Neural Networks 173, pages 106210.
Crossref
Zeyi Liu, Chen Li & Xiao He. (2024) Evidential Ensemble Preference-Guided Learning Approach for Real-Time Multimode Fault Diagnosis. IEEE Transactions on Industrial Informatics 20:4, pages 5495-5504.
Crossref
Yubo Shao, Xiao He, Bangcheng Zhang, Chao Cheng & Xiaopeng Xi. (2024) ES-DLSSVM-Based Prognostics of Rolling Element Bearings. IEEE Transactions on Reliability 73:1, pages 317-327.
Crossref
Jingfei Zhang & Xiao He. (2024) Compound-Fault Diagnosis of Integrated Energy Systems Based on Graph Embedded Recurrent Neural Networks. IEEE Transactions on Industrial Informatics 20:3, pages 3478-3486.
Crossref
Siwei Lou, Chunjie Yang, Xujie Zhang, Hanwen Zhang & Ping Wu. (2024) Blast Furnace Ironmaking Process Monitoring With Time-Constrained Global and Local Nonlinear Analytic Stationary Subspace Analysis. IEEE Transactions on Industrial Informatics 20:3, pages 3163-3176.
Crossref
Jingfei Zhang & Xiao He. (2024) A Partial-Label U-Net Learning Method for Compound-Fault Diagnosis With Fault- Sample Class Imbalance. IEEE Transactions on Industrial Informatics 20:2, pages 1798-1807.
Crossref
Liang Qiao, Xueting Li, Xing Wang & Kaixiang Peng. (2024) Root cause diagnosis and fault propagation path identification for complex industrial processes based on data space. Measurement 226, pages 114219.
Crossref
Chi Zhang, Jie Dong, Sikun Meng, Zhiyu Cong & Kaixiang Peng. (2024) A Two-Layer Distributed Fault Diagnosis Method Based on Correlation Feature Transfer for Large-Scale Sequential Process Industries. IEEE Transactions on Instrumentation and Measurement 73, pages 1-14.
Crossref
Zeyi Liu, Yi Zhang, Zhongjun Ding & Xiao He. (2023) An Online Active Broad Learning Approach for Real-Time Safety Assessment of Dynamic Systems in Nonstationary Environments. IEEE Transactions on Neural Networks and Learning Systems 34:10, pages 6714-6724.
Crossref
Chang Liu, Limin Wang, Minyue Li & Xiao He. (2023) Open Set Safety Assessment With Complementary Labels. Open Set Safety Assessment With Complementary Labels.
Zeyi Liu, Songqiao Hu & Xiao He. (2023) Real-time Safety Assessment of Dynamic Systems in Non-stationary Environments: A Review of Methods and Techniques. Real-time Safety Assessment of Dynamic Systems in Non-stationary Environments: A Review of Methods and Techniques.
Qiang Wang & Kaixiang Peng. (2023) Integrated spatio‐temporal process monitoring and fault spatial location for the laminar cooling of hot‐rolled strip steel. IET Control Theory & Applications 17:14, pages 1975-1991.
Crossref
Xiaoyu Liu, Zhiyu Cong, Kaixiang Peng, Jie Dong & Linlin Li. (2023) DA-CBGRU-Seq2Seq Based Soft Sensor for Mechanical Properties of Hot Rolling Process. IEEE Sensors Journal 23:13, pages 14234-14244.
Crossref
Darong Huang, Min Tang, Shuiqing Xu, Ning Zhao, Yu Zhang & Hongtian Chen. (2023) Digital twin-based thermal analysis of a frequency synthesizer. Engineering Analysis with Boundary Elements 152, pages 446-454.
Crossref
Ranran Mao, Hongjun Zhang, Kaixiang Peng & Jie Dong. (2023) A Novel Incipient Fault Detection Method for Nonlinear Dynamic Industrial Process Based on CVD-SVDD. A Novel Incipient Fault Detection Method for Nonlinear Dynamic Industrial Process Based on CVD-SVDD.
Zhexi Li, Kaixiang Peng, Jianhua Chen & Chi Zhang. (2023) CNN-LSTM-CVA Based Quality Monitoring of Waviness for Float Glass Manufacturing Process. CNN-LSTM-CVA Based Quality Monitoring of Waviness for Float Glass Manufacturing Process.
Daye Li, Jie Dong & Kaixiang Peng. (2023) A Novel Adaptive STFT-SFA Based Fault Detection Method for Nonstationary Processes. IEEE Sensors Journal 23:10, pages 10748-10757.
Crossref
Cuicui Zhang, Jie Dong & Kaixiang Peng. (2022) A novel fault classification method using reconstructed distance‐based discriminant locality preserving projection for industrial processes. The Canadian Journal of Chemical Engineering 101:5, pages 2726-2741.
Crossref
Hongjun Zhang, Kaixiang Peng & Liang Ma. (2023) A systematic nonstationary causality analysis framework for root cause diagnosis of faults in manufacturing processes. Control Engineering Practice 131, pages 105404.
Crossref
Chengxuan Qin, Rui Yang, Mengjie Huang, Weibo Liu & Zidong Wang. (2023) Spatial Variation Generation Algorithm for Motor Imagery Data Augmentation: Increasing the Density of Sample Vicinity. IEEE Transactions on Neural Systems and Rehabilitation Engineering 31, pages 3675-3686.
Crossref
Cuicui Zhang, Jie Dong, Hongjun Zhang & Kaixiang Peng. (2023) Distributed Quality-Related Process Monitoring Framework Using Parallel DVIB-VAE-mRMR for Large-Scale Processes. IEEE Transactions on Instrumentation and Measurement 72, pages 1-11.
Crossref
Jie Dong, Keren Cao & Kaixiang Peng. (2023) Hierarchical Causal Graph-Based Fault Root Cause Diagnosis and Propagation Path Identification for Complex Industrial Process Monitoring. IEEE Transactions on Instrumentation and Measurement 72, pages 1-11.
Crossref
Chen Li, Gang Li, Xu Chen, Ping Zhou & Xiao He. (2022) A Multiblock Kernel Dynamic Latent Variable Model for Large-Scale Industrial Process Monitoring. IEEE Transactions on Instrumentation and Measurement 71, pages 1-10.
Crossref
Jingfei Zhang, Yean Cheng & Xiao He. (2022) Fault Diagnosis of Energy Networks: A Graph Embedding Learning Approach. IEEE Transactions on Instrumentation and Measurement 71, pages 1-11.
Crossref
Jie Dong, Lingzhi Jiang, Chi Zhang & Kaixiang Peng. (2022) A Novel Quality-Related Incipient Fault Detection Method Based on Canonical Variate Analysis and Kullback–Leibler Divergence for Large-Scale Industrial Processes. IEEE Transactions on Instrumentation and Measurement 71, pages 1-10.
Crossref

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.