Control of Quadruple Tank Process Using Fuzzy Controllers Based on PSO Algorithm
| dc.contributor.author | BOUNAB, Aymen Abdelmalik | |
| dc.contributor.author | NADIR, Badr Eddine | |
| dc.date.accessioned | 2020-11-16T14:20:09Z | |
| dc.date.available | 2020-11-16T14:20:09Z | |
| dc.date.issued | 2020 | |
| dc.description.abstract | Most industrial processes are multi-variable systems of a complex nature. Studying these systems via benchmark systems, such as the quadruple tank process, seems to be an effective solution. The quadruple tank process is a multi-input-multi-output process with minimum and non- minimum phase behavior. In this work, we investigated how to control the quadruple tank process using a fuzzy controller optimized by a PSO algorithm. Indeed, this study necessarily starts with a modeling phase on which a classical PI-based controller has been designed. In order to better control the behavior of the studied system, a fuzzy control is considered in the second part of this work. Finally, the above-mentioned controllers are optimized using the PSO algorithm and then applied to the quadruple tank process in order to boost its performance in its both operating phases. | en_US |
| dc.description.sponsorship | Soutenu devant le jury composé de: Dr OUBABAS Hocine Université Mohamed Boudiaf - M’sila Président Dr AKKA Ali Université Mohamed Boudiaf - M’sila Rapporteur Dr BARKAT Said Université Mohamed Boudiaf - M’sila Co-Rapporteur Dr HAMMOUCHE Abdelaziz Université Mohamed Boudiaf - M’sila Examinateur | en_US |
| dc.identifier.other | ELC/AUT002/20 | |
| dc.identifier.uri | https://depot.univ-msila.dz/handle/123456789/20457 | |
| dc.language.iso | fr | en_US |
| dc.publisher | Univ M'sila | en_US |
| dc.title | Control of Quadruple Tank Process Using Fuzzy Controllers Based on PSO Algorithm | en_US |
| dc.type | Thesis | en_US |