1403/02/05
سید رضا نبوی

سید رضا نبوی

مرتبه علمی: دانشیار
ارکید: 0000-0002-2605-6710
تحصیلات: دکترای تخصصی
اسکاپوس: 35213806100
دانشکده: دانشکده شیمی
نشانی: گروه شیمی کاربردی-دانشکده شیمی-پردیس دانشگاه مازندران-بابلسر
تلفن: 01135302397

مشخصات پژوهش

عنوان
Optimization of Facility Layout of Tank farms using Genetic Algorithm and Fireball Scenario
نوع پژوهش
JournalPaper
کلیدواژه‌ها
Safety improvement; fire ball scenario; Isfahan petrochemical; optimal layout; tank farm; human loss; genetic algorithm
سال
2016
مجله Chemical Product and Process Modeling
شناسه DOI
پژوهشگران Seyed Reza Nabavi ، Amir Taghipour ، Abolghasem Mohamadpour gorji

چکیده

In this study a novel approach is presented to optimize the layout of petrochemical units, considering the most likely scenario. To illustrate the method a real case study, exporting petrochemical tank farm (Esfahan petrochemical, Iran), was selected. Three objective functions like, piping cost, occupied land cost and human losses were combined and the total cost function was minimized. The required data for lethality function were obtained using simulation of different scenario by Phast software. A sigmoid function was fitted to the data which can estimate the lethality based on the distance from incident point. Genetic algorithm (GA) was used to minimize the total cost function. Due to vastness of searching area, more than one optimum layout was obtained. Finally, the optimum layouts were simulated with fire ball scenario and a good agreement was obtained between optimum points and simulated data.