Robust and General Model to Forecast the Heat Transfer Coefficient for Flow Condensation in Multi Port Mini/Micro-Channels

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@Article{hosseini:2022:Processes,

• author = "Seyyed Hossein Hosseini and Mohamed Arselene Ayari and Amith Khandakar and Mohammad Amin Moradkhani and Mehdi Jowkar and Mohammad Panahi and Goodarz Ahmadi and Jafar Tavoosi",
• title = "Robust and General Model to Forecast the Heat Transfer Coefficient for Flow Condensation in Multi Port {Mini/Micro-Channels}",
• journal = "Processes",
• year = "2022",
• volume = "10",
• number = "2",
• keywords = "genetic algorithms, genetic programming",
• ISSN = "2227-9717",
• URL = "https://www.mdpi.com/2227-9717/10/2/243",
• DOI = "doi:10.3390/pr10020243",
• abstract = "A general correlation for predicting the two-phase heat transfer coefficient (HTC) during condensation inside multi-port mini/micro-channels was presented. The model was obtained by correlating the two-phase multiplier, φtp with affecting parameters using the genetic programming (GP) method. An extensive database containing 3503 experimental data samples was gathered from 21 different sources, including a broad range of operating parameters. The newly obtained correlation fits the broad range of measured data analysed with an average absolute relative deviation (AARD) of 16.87percent and estimates 84.73percent of analysed data points with a relative error of less than 30percent. Evaluation of previous correlations was also conducted using the same database. They showed the AARD values ranging from 36.94percent to 191.19percent. However, the GP model provides more accurate results, AARD lower than 17percent, by considering the surface tension effects. Finally, the effect of various operating parameters on the HTC was studied using the proposed correlation.",
• notes = "also known as \cite{pr10020243}",

}

Genetic Programming entries for Seyyed Hossein Hosseini Mohamed Arselene Ayari Amith Abdullah Khandakar Mohammad Amin Moradkhani Mehdi Jowkar Mohammad Panahi Goodarz Ahmadi Jafar Tavoosi

Citations