11 فروردین 1402
علي اكبر عموئي

علی اکبر عموئی

مرتبه علمی: دانشیار
نشانی:
تحصیلات: دکترای تخصصی / مهندسی شیمی
تلفن: 01135305105
دانشکده: دانشکده مهندسی و فناوری

مشخصات پژوهش

عنوان Representation of Adsorption Data for the Case of Energetically Heterogeneous Solid Surfaces Using Artificial Neural Network
نوع پژوهش مقاله چاپ شده
کلیدواژه‌ها
Artificial Neural Networks, Heterogeneous Solid Surfaces, Adsorption
مجله Iranian Journal of Chemical Engineering
شناسه DOI
پژوهشگران علی اکبر عموئی (نفر اول)

چکیده

In this study, adsorption data for the case of energetically heterogeneous solid surface are modeled using artificial neural network. A neural network with three hidden neurons, including the bias, was able to predict very accurately the temperature dependency of adsorption data. The results were compared with experimental data (over temperature range 273-313 K and 0-2 MPa pressure) and it was found that the predictions of the artificial neural network model fit the experimental data very accurately.