Pregled bibliografske jedinice broj: 1207931
Flow control process identification using Matlab's System Identification Toolbox
Flow control process identification using Matlab's System Identification Toolbox // 2022 8th International Conference on Control, Decision and Information Technologies (CoDIT), 8 (2022), 1228-1232 doi:10.1109/codit55151.2022.9803906 (međunarodna recenzija, članak, znanstveni)
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Naslov
Flow control process identification using Matlab's
System Identification Toolbox
Autori
Assani, Nur ; Matic, Petar ; Kezic, Danko
Izvornik
2022 8th International Conference on Control, Decision and Information Technologies (CoDIT) (2576-3547) 8
(2022);
1228-1232
Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni
Ključne riječi
Process control ; Control systems ; Mathematical models ; Data models ; System identification ; Digital twins ; Information technology
Sažetak
System identification plays an important role in system control and controller tuning. Data- driven identification provides a behavioristic model of an identified system or process that can be useful for remote controller tuning by simulating the response of an identified system or process. The identification can be performed using various methods, therefore, it is necessary to examine available methods for the case study. The aim of this paper is to describe and perform the identification procedure for the case study of flow control process using the Matlab’s System Identification Toolbox. As a result, a continuous-time transfer function model is formed, which is to be used for PID controller tuning and a digital twin development purposes in further work.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika, Tehnologija prometa i transport, Temeljne tehničke znanosti
POVEZANOST RADA
Projekti:
--KK.01.1.1.02.0018 - Funkcionalna integracija Sveučilišta u Splitu, PMF-ST, PF-ST te KTF-ST kroz razvoj znanstveno-istraživačke infrastrukture u Zgradi tri fakulteta (Jozić, Dražan; Komar, Ivan; Vranješ Markić, Leandra; Pleština, Vladimir; Bučević Popović, Viljemka; Balić, Nikola) ( CroRIS)
Ustanove:
Pomorski fakultet, Split
