Szczegóły publikacji
Opis bibliograficzny
Effective parametric optimization of heating-cooling process with optimum near the domain border / Hubert GUZOWSKI, Maciej SMOŁKA, Aleksander BYRSKI, Libor Pekar, Zuzana Kominkova-Oplatkova, Roman Senkerik, Radek Matusu, Frantisek Gazdos // W: 2022 IEEE 11th international conference on Intelligent Systems (IS) [Dokument elektroniczny] : 12-14 October 2022, Warsaw, Poland : proceedings / eds. Krassimir T. Atanassov, [et al.]. — Wersja do Windows. — Dane tekstowe. — [Piscataway] : IEEE, cop. 2022. — (IEEE... International Conference on Intelligent Systems proceedings ; ISSN 2832-4145). — Dod. ISBN: 978-1-6654-9276-8 (print on demand). — e-ISBN: 978-1-6654-5656-2. — S. [1–6]. — Wymagania systemowe: Adobe Reader. — Bibliogr. s. [6], Abstr. — Publikacja dostępna online od: 2023-01-25
Autorzy (8)
- AGHGuzowski Hubert
- AGHSmołka Maciej
- AGHByrski Aleksander
- Pekar Libor
- Kominkova-Oplatkova Zuzana
- Senkerik Roman
- Matusu Radek
- Gazdos Frantisek
Słowa kluczowe
Dane bibliometryczne
| ID BaDAP | 145108 |
|---|---|
| Data dodania do BaDAP | 2023-02-21 |
| Tekst źródłowy | URL |
| DOI | 10.1109/IS57118.2022.10019630 |
| Rok publikacji | 2022 |
| Typ publikacji | materiały konferencyjne (aut.) |
| Otwarty dostęp |  |
| Wydawca | Institute of Electrical and Electronics Engineers (IEEE) |
| Konferencja | IEEE International Conference on Intelligent Systems 2022 |
| Czasopismo/seria | IEEE... International Conference on Intelligent Systems proceedings |
Abstract
Heating-cooling processes are widely used in industry and are often subject to latencies and delays. Although the parameters of such processes can be identified using mathematical and physical modeling, this technique is highly demanding both when it comes to the amount of a priori knowledge required and the time it takes to find a solution. In this work, we provide a robust formulation of a time-delay control problem and propose a numerical approach to finding its parameters in a form of an optimization task. Consequently, we apply various techniques and metaheuristics to obtain a high quality solution and discuss key observations made in the process.
