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

dc.contributor.authorBauer, Margret
dc.contributor.authorAuret, Lidia
dc.contributor.authorLe Roux, Johan Derik
dc.contributor.authorAharonson, Vered
dc.contributor.emailmargret.bauer@up.ac.zaen_ZA
dc.date.accessioned2018-07-10T08:32:17Z
dc.date.issued2018
dc.description.abstractControl 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.departmentElectrical, Electronic and Computer Engineeringen_ZA
dc.description.embargo2019-04-01
dc.description.librarianhj2018en_ZA
dc.description.urihttps://www.journals.elsevier.com/ifac-papersonlineen_ZA
dc.identifier.citationBauer, 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.issn1474-6670
dc.identifier.other10.1016/j.ifacol.2018.06.173
dc.identifier.urihttp://hdl.handle.net/2263/65348
dc.language.isoenen_ZA
dc.publisherElsevieren_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.subjectPIDen_ZA
dc.subjectIndustrial process controlen_ZA
dc.subjectData repositoryen_ZA
dc.subjectControl loop performance monitoring (CPM)en_ZA
dc.subjectProcess controlen_ZA
dc.subjectWeb developersen_ZA
dc.subjectIndustrial datumen_ZA
dc.subjectDetection and diagnosisen_ZA
dc.subjectAutomation and controlsen_ZA
dc.subjectMultivariable control systemsen_ZA
dc.subjectClosed loop control systemsen_ZA
dc.titleAn industrial PID data repository for control loop performance monitoring (CPM)en_ZA
dc.typePostprint Articleen_ZA

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