dc.contributor.author | Aftab, Muhammad Faisal | |
dc.contributor.author | Hovd, Morten | |
dc.contributor.author | Sivalingam, Selvanathan | |
dc.date.accessioned | 2018-01-24T14:50:42Z | |
dc.date.available | 2018-01-24T14:50:42Z | |
dc.date.created | 2018-01-08T16:41:34Z | |
dc.date.issued | 2017 | |
dc.identifier.isbn | 978-1-5090-2182-6 | |
dc.identifier.uri | http://hdl.handle.net/11250/2479522 | |
dc.description.abstract | Disturbances originating in one control loop of a large industrial plant can propagate far from the source, giving rise to plant-wide oscillations. The underlying interactions among the different control loops make it hard to identify the origin of such large scale disturbances. This paper studies the application of the convergent cross mapping (CCM) based technique to isolate the source of a plant-wide disturbance. The proposed scheme exploits the cause and effect relationships among the affected variables to find the source of disturbance. The states of the causative factors are estimated from the effect variable and the directionality of information flow is established using the correlation between the original and estimated signal. The method is applied to the industrial case study and is shown to be effective in isolating the disturbance origin. | nb_NO |
dc.language.iso | eng | nb_NO |
dc.publisher | Institute of Electrical and Electronics Engineers (IEEE) | nb_NO |
dc.relation.ispartof | 2017 IEEE Conference on Control Technology and Applications (CCTA) | |
dc.title | Convergent cross mapping (CCM) based approach for isolating the source of plant-wide disturbances | nb_NO |
dc.type | Chapter | nb_NO |
dc.description.version | submittedVersion | nb_NO |
dc.identifier.doi | 10.1109/CCTA.2017.8062669 | |
dc.identifier.cristin | 1538143 | |
dc.description.localcode | © 2017 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. | nb_NO |
cristin.unitcode | 194,63,25,0 | |
cristin.unitname | Institutt for teknisk kybernetikk | |
cristin.ispublished | true | |
cristin.fulltext | preprint | |
cristin.qualitycode | 1 | |