Matches in SemOpenAlex for { <https://semopenalex.org/work/W3186402288> ?p ?o ?g. }
- W3186402288 endingPage "101488" @default.
- W3186402288 startingPage "101488" @default.
- W3186402288 abstract "Refrigeration systems currently utilize 17% of total electric energy, and this consumption is expected to increase by more than 30% by 2050. Moreover, these systems significantly contribute to global warming (10%) and environmental degradation. Optimization of these systems can overcome these critical issues, increase thermal efficiency, and decrease the total cost. Refrigeration system optimization problems are complex, multi-modal, non-linear, and time-consuming. Both classic and non-classic (computational intelligence (CI)) methods are successfully applied to overcome these challenges. This comprehensive review presents state-of-the-art theory and application of the most widely used CI techniques such as GA, PSO, SA, DE, HTS, CRO, MOGA, and NSGA II in the optimization of various refrigeration systems. The properties of these algorithms, their computational efficiency, robustness, and applications are highlighted most. Additionally, the authors discuss several surrogate modelling techniques and their applications in refrigeration systems, including ANN, RSM, and regression analysis. According to trend analysis, the major cost function to optimize is the COP, followed by total cost, exergetic efficiency, energy consumption, and cooling capacity. Subsequently, the application of CI approaches has increased dramatically in the optimization of refrigeration systems, where GA and its variants are typically used, and authors are more interested in multi-objective optimization." @default.
- W3186402288 created "2021-08-02" @default.
- W3186402288 creator A5020506961 @default.
- W3186402288 creator A5022869975 @default.
- W3186402288 creator A5030252377 @default.
- W3186402288 creator A5052420572 @default.
- W3186402288 creator A5066243069 @default.
- W3186402288 creator A5090902762 @default.
- W3186402288 date "2021-10-01" @default.
- W3186402288 modified "2023-10-16" @default.
- W3186402288 title "Artificial intelligence techniques in refrigeration system modelling and optimization: A multi-disciplinary review" @default.
- W3186402288 cites W1120135930 @default.
- W3186402288 cites W1409838334 @default.
- W3186402288 cites W1433199996 @default.
- W3186402288 cites W1442378048 @default.
- W3186402288 cites W1563989202 @default.
- W3186402288 cites W1595159159 @default.
- W3186402288 cites W1786686177 @default.
- W3186402288 cites W1830142609 @default.
- W3186402288 cites W1904137431 @default.
- W3186402288 cites W194202718 @default.
- W3186402288 cites W1966722726 @default.
- W3186402288 cites W1969308522 @default.
- W3186402288 cites W1971882128 @default.
- W3186402288 cites W1975141702 @default.
- W3186402288 cites W1975473772 @default.
- W3186402288 cites W1976744965 @default.
- W3186402288 cites W1977596813 @default.
- W3186402288 cites W1978912310 @default.
- W3186402288 cites W1981751770 @default.
- W3186402288 cites W1982209620 @default.
- W3186402288 cites W1984141482 @default.
- W3186402288 cites W1984248822 @default.
- W3186402288 cites W1988370971 @default.
- W3186402288 cites W1993611788 @default.
- W3186402288 cites W1995341919 @default.
- W3186402288 cites W1995981777 @default.
- W3186402288 cites W2001218241 @default.
- W3186402288 cites W2001893269 @default.
- W3186402288 cites W2004748234 @default.
- W3186402288 cites W2006351198 @default.
- W3186402288 cites W2009588426 @default.
- W3186402288 cites W2011684900 @default.
- W3186402288 cites W2012041274 @default.
- W3186402288 cites W2014529501 @default.
- W3186402288 cites W2014704086 @default.
- W3186402288 cites W2016078995 @default.
- W3186402288 cites W2019745682 @default.
- W3186402288 cites W2019855955 @default.
- W3186402288 cites W2020580381 @default.
- W3186402288 cites W2022927127 @default.
- W3186402288 cites W2024060531 @default.
- W3186402288 cites W2026853352 @default.
- W3186402288 cites W2026878434 @default.
- W3186402288 cites W2029674565 @default.
- W3186402288 cites W2030510389 @default.
- W3186402288 cites W2031727416 @default.
- W3186402288 cites W2032278066 @default.
- W3186402288 cites W2032942296 @default.
- W3186402288 cites W2033439215 @default.
- W3186402288 cites W2034314604 @default.
- W3186402288 cites W2035333405 @default.
- W3186402288 cites W2036389982 @default.
- W3186402288 cites W2036898711 @default.
- W3186402288 cites W2039604893 @default.
- W3186402288 cites W2040157921 @default.
- W3186402288 cites W2043372356 @default.
- W3186402288 cites W2048253612 @default.
- W3186402288 cites W2051849619 @default.
- W3186402288 cites W2052130006 @default.
- W3186402288 cites W2052563005 @default.
- W3186402288 cites W2052603576 @default.
- W3186402288 cites W2056811412 @default.
- W3186402288 cites W2057535404 @default.
- W3186402288 cites W2059173092 @default.
- W3186402288 cites W2061438946 @default.
- W3186402288 cites W2065502108 @default.
- W3186402288 cites W2068982326 @default.
- W3186402288 cites W2071116901 @default.
- W3186402288 cites W2071800570 @default.
- W3186402288 cites W2072955302 @default.
- W3186402288 cites W2078069342 @default.
- W3186402288 cites W2079031035 @default.
- W3186402288 cites W2082854343 @default.
- W3186402288 cites W2084741440 @default.
- W3186402288 cites W2086587389 @default.
- W3186402288 cites W2091058209 @default.
- W3186402288 cites W2091248362 @default.
- W3186402288 cites W2091598066 @default.
- W3186402288 cites W2093229042 @default.
- W3186402288 cites W2095637551 @default.
- W3186402288 cites W2100526019 @default.
- W3186402288 cites W2100866664 @default.
- W3186402288 cites W2108380954 @default.
- W3186402288 cites W2114517291 @default.
- W3186402288 cites W2114725328 @default.
- W3186402288 cites W2115226664 @default.
- W3186402288 cites W2126105956 @default.