Szczegóły publikacji
Opis bibliograficzny
PSO identification for discrete fractional order model of heat transfer process / Krzysztof OPRZĘDKIEWICZ, Klaudia DZIEDZIC // W: Advances in non-integer order calculus and its applications : proceedings of the 10th international conference on Non-integer order calculus and its applications / eds. Agnieszka B. Malinowska, Dorota Mozyrska, Łukasz Sajewski. — Cham : Springer Nature Switzerland, cop. 2020. — (Lecture Notes in Electrical Engineering ; ISSN 1876-1100 ; vol. 559). — ISBN: 978-3-030-17343-2; e-ISBN: 978-3-030-17344-9. — S. 240–249. — Bibliogr. s. 248–249, Abstr. — Publikacja dostępna online od: 2019-04-17
Autorzy (2)
Słowa kluczowe
Dane bibliometryczne
| ID BaDAP | 122036 |
|---|---|
| Data dodania do BaDAP | 2019-07-24 |
| DOI | 10.1007/978-3-030-17344-9_18 |
| Rok publikacji | 2020 |
| Typ publikacji | materiały konferencyjne (aut.) |
| Otwarty dostęp |  |
| Wydawca | Springer |
| Konferencja | 10th international conference on Non-integer order calculus and its applications |
| Czasopismo/seria | Lecture Notes in Electrical Engineering |
Abstract
In the paper the parameter identification problem for the discrete, fractional order, transfer function is presented. The considered discrete transfer function contains integer order and non integer order parts. The non integer order part is described by the discrete version of Charef transfer function. Identification has been done by a hybrid PSO-simplex minimization of the MSE cost function. Tests were done with the use of an experimental heat plant. Results of experiments show that the proposed combined method assures the better accuracy in the sense of MSE than the “pure” PSO or “pure” simplex method, but its duration is relatively long.