مشخصات پژوهش

صفحه نخست /PRSV equation of state ...
عنوان PRSV equation of state parameter modeling through artificial neural network and adaptive network-based fuzzy inference system
نوع پژوهش مقاله چاپ‌شده در مجلات علمی
کلیدواژه‌ها Peng-Robinson-Stryjek-Vera Parameter Artificial Neural Network, Adaptive Network-Based Fuzzy Inference System Genetic Algorithm
چکیده Two different modeling methods have been proposed to relate the Peng-Robinson-Stryjek-Vera (PRSV) parameter, κ1, to some common thermodynamic constants, including critical temperature (Tc), critical pressure (Pc), acentric factor (ω) and molecular weight (Mw). The methods are artificial neural network (ANN) and adaptive networkbased fuzzy inference System (ANFIS). A set of 159 data points (116, 23 and 20) was used for construct training, validating and testing, respectively. The radius parameter of ANFIS was determined through genetic algorithm (GA) optimization technique. The ANN and especially ANFIS results are in a good agreement with most of the compound groups.
پژوهشگران عمار السرافی (نفر پنجم)، احسان حیدریان (نفر چهارم)، هیوا دارائی (نفر سوم)، مسعود رحیمی (نفر دوم)، طهماسب حتمی (نفر اول)