10 فروردین 1403
ابوالفضل دهقان منفرد

ابوالفضل دهقان منفرد

مرتبه علمی: استادیار
نشانی: دانشکده مهندسی نفت، گاز و پتروشیمی - گروه مهندسی نفت
تحصیلات: دکترای تخصصی / مهندسی نفت
تلفن: 07731222600
دانشکده: دانشکده مهندسی نفت، گاز و پتروشیمی

مشخصات پژوهش

عنوان
Developing a New Correlation for Prediction of Methane-Water/Brine Interfacial Tension
نوع پژوهش مقالات در همایش ها
کلیدواژه‌ها
IFT, Methane-Water, Genetic Programming, Modeling, Correlation
پژوهشگران محمد بهنام نیا (نفر اول) ، ابوالفضل دهقان منفرد (نفر دوم) ، محمد سرمدی واله (نفر سوم)

چکیده

Interfacial tension of methane-water/brine plays a significant role in the different phases of exploitation and processing of natural gas. Therefore, precise prediction of the such important parameter can lead to a more accurate simulation of various processes in which the IFT of methane-water/brine is involved. In this study, the Genetic Programming (GP) modeling approach is utilized to provide an easy-to-use correlation for estimating IFT. The extensive collected dataset consists of 820 measured data of methane-water/brine IFT, which includes effective parameters on IFT, namely; temperature, pressure, and salinity. The efficiency of the developed model was evaluated through different statistical and graphical analyses. The results demonstrated good performance and superiority of the suggested model compared to some of the best correlations available in the literature.