An industrial PID data repository for control loop performance monitoring (CPM)

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dc.contributor.author Bauer, Margret
dc.contributor.author Auret, Lidia
dc.contributor.author Le Roux, Derik
dc.contributor.author Aharonson, Vered
dc.date.accessioned 2018-07-10T08:32:17Z
dc.date.issued 2018
dc.description.abstract Control loop performance monitoring methods to detect problems in PID loops are developed and tested using industrial data sets. The data is captured from the process, passed on to the researcher who tries out new detection and diagnosis methods. The data is not generally shared with other researchers working on similar problems. The authors therefore have implemented a data repository to categorise and store the data so that it becomes accessible to all researchers. Existing methods can be compared and enhanced using the data sets. This paper describes the context of CPM as well as the data repository. The repository is set up, hosted and maintained by the South African Council for Automation and Control using a professional web developer. en_ZA
dc.description.department Electrical, Electronic and Computer Engineering en_ZA
dc.description.embargo 2019-04-01
dc.description.librarian hj2018 en_ZA
dc.description.uri https://www.journals.elsevier.com/ifac-papersonline en_ZA
dc.identifier.citation Bauer, M., Auret, L., Roux, D.L et al. 2018, 'An industrial PID data repository for control loop performance monitoring (CPM)', IFAC-PapersOnLine, vol. 51, no. 4, pp. 823-828. en_ZA
dc.identifier.issn 1474-6670
dc.identifier.other 10.1016/j.ifacol.2018.06.173
dc.identifier.uri http://hdl.handle.net/2263/65348
dc.language.iso en en_ZA
dc.publisher Elsevier en_ZA
dc.rights © 2018 IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved. Notice : this is the author’s version of a work that was accepted for publication in IFAC papers online. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. A definitive version was subsequently published in IFAC papers online, vol. 51, no. 4, pp. 823-828, 2018. doi : 10.1016/j.ifacol.2018.06.173. en_ZA
dc.subject PID en_ZA
dc.subject Industrial process control en_ZA
dc.subject Data repository en_ZA
dc.subject Control loop performance monitoring (CPM) en_ZA
dc.subject Process control en_ZA
dc.subject Web developers en_ZA
dc.subject Industrial datum en_ZA
dc.subject Detection and diagnosis en_ZA
dc.subject Automation and controls en_ZA
dc.subject Multivariable control systems en_ZA
dc.subject Closed loop control systems en_ZA
dc.title An industrial PID data repository for control loop performance monitoring (CPM) en_ZA
dc.type Postprint Article en_ZA


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