Subspace System Identification of a Pilot Tunnel System of a Combined Sewage System
| Autor: | Yongjie Wang, Finn Haugen |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2023 |
| Předmět: | |
| Zdroj: | Modeling, Identification and Control, Vol 44, Iss 2, Pp 69-82 (2023) |
| Druh dokumentu: | article |
| ISSN: | 0332-7353 1890-1328 |
| DOI: | 10.4173/mic.2023.2.3 |
| Popis: | This paper presents an investigation into the potential use of subspace identification methods (SIMs) for model-based control of urban drainage systems (UDS) that play a crucial role in collecting and transporting stormwater runoff and domestic sewage to Water Resource Recovery Facilities (WRRF) in urban areas. To evaluate the feasibility of level control using model-based algorithms in UDS, a pilot tunnel system was constructed. Three linear state-space models were identified using the system identification toolbox in MATLAB and an open-source module in Python named SIPPY. The study finds that the identified models can predict the system output with acceptable accuracy thus for model-based control of the system. The findings of this study aim to contribute to the development of more efficient and effective control strategies for UDS. |
| Databáze: | Directory of Open Access Journals |
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