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Journal of Petroleum Science and Technology، جلد ۳، شماره ۱، صفحات ۹-۱۹
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عنوان فارسی |
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چکیده فارسی مقاله |
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کلیدواژههای فارسی مقاله |
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عنوان انگلیسی |
APPLICATION OF EVOLUTIONARY POLYNOMIAL REGRESSION IN ULTRAFILTRATION SYSTEMS CONSIDERING THE EFFECT OF DIFFERENT PARAMETERS ON OILY WASTEWATER TREATMENT |
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چکیده انگلیسی مقاله |
In the present work, the effects of operating conditions including pH, transmembrane pressure, oil concentration, and temperature on fouling resistance and the rejection of turbidity for a polymeric membrane in an ultrafiltration system of wastewater treatment were studied. A new modeling technique called evolutionary polynomial regression (EPR) was investigated. EPR is a method based on regression algorithm, which combines the best properties of the conventional numerical regression technique. This paper employs the capability of EPR as a powerful tool to develop a formula with a variable number of polynomial coefficients. Herein, the evolutionary polynomial regression approach is adopted on two parametric studies, i.e. total fouling resistance and rejection rate. These parameters are all evaluated as a function of some mentioned independent variables. Maximum average error and minimum average error are obtained to be equal to 4.25% and 0.05%, respectively. Therefore, EPR is a practical and useful method to describe a membrane performance. |
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کلیدواژههای انگلیسی مقاله |
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نویسندگان مقاله |
امین ریحانی | department of chemical and petroleum engineering, sharif university of technology, tehran, iran. سازمان اصلی تایید شده: دانشگاه صنعتی شریف (Sharif university of technology)
محمود همتی | deputy of technology and international affair, research institute of petroleum industry ripi . سازمان اصلی تایید شده: پژوهشگاه صنعت نفت (Research institute of petroleum industry)
فاطمه رکابدار | polymer science and technology division, research institute of petroleum industry ripi , tehran, iran. سازمان اصلی تایید شده: پژوهشگاه صنعت نفت (Research institute of petroleum industry)
مهدی احمدی | department of chemical engineering, sahand university of technology, tabriz, iran. سازمان اصلی تایید شده: دانشگاه صنعتی سهند (Sahand university of technology)
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نشانی اینترنتی |
http://jpst.ripi.ir/article_2_10.html |
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زبان مقاله منتشر شده |
en |
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