Design of an Advanced Fuzzy Controller for a Binary Distillation Column
| dc.contributor.author | GUERILLI Lamine, DJARRDIR Taki-Eddine ENC: Dr. BENDIB Riad | |
| dc.date.accessioned | 2026-02-22T10:00:29Z | |
| dc.date.available | 2026-02-22T10:00:29Z | |
| dc.date.issued | 2025-07-19 | |
| dc.description.abstract | Fuzzy logic (FL) is a reasoning approach inspired by human thinking, developed to reduce the uncertainties associated with vague or imprecise information. Most fuzzy logic controllers are built using type-1 fuzzy sets and are referred to as type-1 FLCs. However, recent studies have shown that a new class of controllers, called type-2 FLCs, is more capable of managing the nonlinearities and high levels of uncertainty present in complex systems. This brief thesis focuses on the control of three different systems using PID, type-1 fuzzy logic, and type-2 fuzzy logic. After presenting a theoretical background covering the essential concepts and definitions, we developed the modeling and control strategies for these processes, applying both type1 and type-2 fuzzy logic as well as PID controllers. Finally, simulation results obtained in MATLAB demonstrate the superior performance of the type-2 fuzzy controller compared to both the type-1 controller and the PID controller. | |
| dc.identifier.uri | http://dspace.univ-skikda.dz:4000/handle/123456789/5874 | |
| dc.language.iso | en | |
| dc.publisher | UNIVERSITY 20 AOUT 1955 – SKIKDA FACULTY OF TECHNOLOGY (DEPARTEMENT OF PETROCHIMICAL AND PROCESS ENGINEERING) | |
| dc.title | Design of an Advanced Fuzzy Controller for a Binary Distillation Column | |
| dc.title.alternative | Automation in Petrochemical industries | |
| dc.type | Thesis |