Fuzzy and Matlab/Simulink modelling of the air compression refrigeration cycle

Alsakarneh, Amjad (avtor), Momani, Lina (avtor), Tabaza, Taha (avtor)

The coefficient of performance (COP) for a gas refrigeration cycle was estimated using Matlab/Simulink and fuzzy logic. A Matlab/Simulink model of the gas refrigeration cycle was developed, and the output was compared to theoretical data. Additionally, fuzzy logic was used to estimate the COP for arbitrary low- and high-pressure levels. Simulation results were used to develop a multi-input-multi-output (MIMO) fuzzy Takagi-Sugeno-Kang (TSK)-based model. Both the Matlab/Simulink and the MIMO fuzzy model were found to be very well correlated with theoretical results, with an error of less than 2 %. These results demonstrate the effectiveness of using fuzzy logic to analyse gas refrigeration cycles and suggest that this approach can be extended to analyse other thermodynamic cycles.

• Jezik: Angleški jezik
• Ključne besede: coefficient of performance, Matlab/Simulink, Takagi-Sugeno-Kang, refrigeration cycles
• Vrsta gradiva: Članek v reviji
• Tipologija: 1.01 - Izvirni znanstveni članek
• Organizacija: FS - Fakulteta za strojništvo
• Status publikacije: Objavljeno
• Različica publikacije: Objavljena publikacija
• Leto izida: 2023
• Št. strani: 8 str.
• Številčenje: Vol. 69, no. 9/10
• PID: 20.500.12556/RUL-151862
• UDK: 519.682
• ISSN pri članku: 0039-2480
• DOI: 10.5545/sv-jme.2023.597
• COBISS.SI-ID: 168717827
• Datum objave v RUL: 23.10.2023

Gradivo je del revije

• Naslov: Strojniški vestnik
• Skrajšan naslov: Stroj. vestn.
• Založnik: Zveza strojnih inženirjev in tehnikov Slovenije [etc.], = Association of Mechanical Engineers and Technicians of Slovenia [etc.
• ISSN: 0039-2480
• COBISS.SI-ID: 762116

Licence

• Licenca: CC BY 4.0, Creative Commons Priznanje avtorstva 4.0 Mednarodna
• Povezava: http://creativecommons.org/licenses/by/4.0/deed.sl
• Opis: To je standardna licenca Creative Commons, ki daje uporabnikom največ možnosti za nadaljnjo uporabo dela, pri čemer morajo navesti avtorja.

Sekundarni jezik

• Jezik: Slovenski jezik
• Naslov: Modeliranje plinskih hladilnih ciklov z mehko logiko in v okolju Matlab/Simulink
• Ključne besede: hladilno število, Matlab/Simulink, Takagi-Sugeno-Kang, hladilni cikli