DATA BASED FAULT DETECTION OF THE ONLINE ANALYSERS IN A DEAROMATISATION PROCESS
| dc.contributor | Aalto-yliopisto | fi |
| dc.contributor | Aalto University | en |
| dc.contributor.author | Vermasvuori, Mikko | en_US |
| dc.contributor.author | Vatanski, Nikolai | en_US |
| dc.contributor.author | Jämsä-Jounela, Sirkka-Liisa | en_US |
| dc.contributor.department | Department of Biotechnology and Chemical Technology | en |
| dc.date.accessioned | 2016-09-23T08:16:22Z | |
| dc.date.issued | 2005 | en_US |
| dc.description.abstract | Fault diagnosis methods based on process history data have been studied widely in recent years, and several successful industrial applications have been reported. In this paper a comparison of four monitoring methods, PCA, PLS, subspace identification and self-organising maps, for fault detection of the online analysers in a dearomatisation process is presented. The effectiveness of different statistical process monitoring methods in FDI of the online analysers is evaluated on the basis of a large number of simulation studies. Finally the results are presented and discussed. | en |
| dc.description.version | Peer reviewed | en |
| dc.format.mimetype | application/pdf | en_US |
| dc.identifier.citation | Vermasvuori, M, Vatanski, N & Jämsä-Jounela, S-L 2005, DATA BASED FAULT DETECTION OF THE ONLINE ANALYSERS IN A DEAROMATISATION PROCESS. in 1st Workshop on Networked Control System and Fault Tolerant Control October 6-7th, 2005, Ajaccio, FRANCE. European Union, Nancy, France. | en |
| dc.identifier.other | PURE UUID: 7d161113-e809-4434-97df-42b45fe0556c | en_US |
| dc.identifier.other | PURE ITEMURL: https://research.aalto.fi/en/publications/7d161113-e809-4434-97df-42b45fe0556c | en_US |
| dc.identifier.other | PURE FILEURL: https://research.aalto.fi/files/6634166/data_based_fault_detection_of_the_online_analysers_in_a_dearomatisation_process.pdf | en_US |
| dc.identifier.uri | https://aaltodoc.aalto.fi/handle/123456789/22316 | |
| dc.identifier.urn | URN:NBN:fi:aalto-201609234320 | |
| dc.language.iso | en | en |
| dc.relation.ispartofseries | 1st Workshop on Networked Control System and Fault Tolerant Control October 6-7th, 2005, Ajaccio, FRANCE | en |
| dc.rights | openAccess | en |
| dc.subject.keyword | Data-based fault detection, Input variable selection, Feature construction. | en_US |
| dc.subject.keyword | fault detection | en_US |
| dc.subject.keyword | input variable selection | en_US |
| dc.subject.keyword | feature construction | en_US |
| dc.subject.keyword | subspace identification | en_US |
| dc.title | DATA BASED FAULT DETECTION OF THE ONLINE ANALYSERS IN A DEAROMATISATION PROCESS | en |
| dc.type | A4 Artikkeli konferenssijulkaisussa | fi |
| dc.type.version | acceptedVersion |