Title :
A novel optimization formulation of Fluid Catalytic Cracking unit
Author :
Saleh, Khaldoun ; Ibrahim, Haidi ; Jayyousi, Majd ; Diabat, Ali
Author_Institution :
Masdar Inst. of Sci. & Technol., Abu Dhabi, United Arab Emirates
Abstract :
Increasing gasoline and propylene production from Fluid Catalytic Cracking Dnits (FCCDs) has been widely discussed over the past few years. Today, one of the main industrial challenges is how to balance the design and operation of FCCU between maximum gasoline and propylene production. With market demands and prices of both products fluctuating, it is desirable to operate the unit at optimal operating settings to achieve optimum yields. This paper proposes a new Mixed Integer Nonlinear programming problem (MINLP) formulation that aims to minimize the total cost of gasoline and propylene production by obtaining optimal operating settings that generate both products optimal yields as per their respective economic value. A case study is developed to verify the formulation effectiveness. The problem is solved using Matlab genetic algorithm toolbox. The results reveal that the model reacts correctly to prices and demands market fluctuations under various situations.
Keywords :
catalysis; fluidised beds; genetic algorithms; integer programming; nonlinear programming; organic compounds; petroleum; pyrolysis; FCCU design; FCCU operation; MINLP formulation; Matlab genetic algorithm toolbox; economic value; fluid catalytic cracking unit; market fluctuations; maximum gasoline production; maximum propylene production; mixed integer nonlinear programming problem; product demand; product optimal yields; product prices; total gasoline production cost minimization; total propylene production cost minimization; Additives; Inductors; Kinetic theory; Mathematical model; Optimization; Petroleum; Production;
Conference_Titel :
Industrial Engineering and Systems Management (IESM), Proceedings of 2013 International Conference on
Conference_Location :
Rabat