Integration of modular process simulators under the Generalized Disjunctive Programming framework for the structural flowsheet optimization
نویسندگان
چکیده
The optimization of chemical processes where the flowsheet topology is not kept fixed is a challenging discrete-continuous optimization problem. Usually, this task has been performed through equation based models. This approach presents several problems, as tedious and complicated component properties estimation or the handling of huge problems (with thousands of equations and variables). We propose a GDP approach as an alternative to the MINLP models coupled with a flowsheet program. The novelty of this approach relies on using a commercial modular process simulator where the superstructure is drawn directly on the graphical use interface of the simulator. This methodology takes advantage of modular process simulators (specially tailored numerical methods, reliability, and robustness) and the flexibility of the GDP formulation for the modeling and solution. The optimization tool proposed is successfully applied
منابع مشابه
Process simulator-based optimization of biorefinery downstream processes under the Generalized Disjunctive Programming framework
7 Downstream processing of biofuels and bio-based chemicals represents a challenging problem for 8 process synthesis and optimization, due to the intrinsic nonideal thermodynamics of the liquid 9 mixtures derived from the (bio)chemical conversion of biomass. In this work, we propose a new 10 interface between the process simulator SimSci PRO/II and the optimization environment of GAMS 11 for th...
متن کاملDesign of Optimal Process Flowsheet for Fractional Crystallization Separation Process
A procedure is presented that synthesizes fractional crystallization separation processes to obtain pure solids from multi-component solutions. The method includes a procedure to generate a network flow model to identify alternative process designs for fractional crystallization. The main advantage of this systematic procedure with respect to other reported procedures is using non-equilibri...
متن کاملFlowsheet optimization with implicit models and complex cost and size functions using Chemical Process Simulators
In this paper we address the synthesis and design of chemical processes using Chemical Modular Process Simulators – that include state of the art modelsincluding discontinuous cost and sizing equations. Equations are divided into ‘implicit’ ones which include all the equations in the process simulators with an input-output black box structure, and other third party equations (i.e. sizing and co...
متن کاملAdvances in Logic-based Optimization Approaches to Process Integration and Supply Chain Management
Optimization as an enabling technology has been one of the big success stories in process systems engineering. In this paper we present a review on recent research work in the area of logic-based discrete/continuous optimization. In particular, recent advances are presented in the modeling and solution of nonlinear mixed-integer and generalized disjunctive programming, global optimization and c...
متن کاملSimultaneous Optimization and Heat Integration Framework Based on Rigorous Process Simulations
This paper introduces a novel simultaneous optimization and heat integration approach, which can be used directly with the rigorous models in process simulators. In this approach, the overall process is optimized utilizing external derivative-free optimizers, which interact directly with the process simulation. The heat integration subproblem is formulated as an LP model and solved simultaneous...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Computers & Chemical Engineering
دوره 67 شماره
صفحات -
تاریخ انتشار 2014