One-step approach for heat exchanger network retrofitting using integrated differential evolution

Abstract Heat exchanger network (HEN) retrofitting is more important and challenging than HEN synthesis since it involves modifying existing network for improved energy efficiency. Additional factors to be considered include spatial constraints, relocation and re-piping costs, reassignment and effective use of existing heat exchanger areas. The previous studies using stochastic global optimization algorithms are mainly focused on two-level approach: the first level uses a stochastic algorithm for optimizing structure, and the second level uses either a stochastic or a deterministic algorithm for optimizing continuous variables. In this study, we propose and test one-step approach where a stochastic global optimization method, namely, integrated differential evolution (IDE), handles both discrete and continuous variables together. Thus, HEN structure and retrofitting model parameters are simultaneously optimized by IDE, which avoids the algorithm trapping at a local optimum and also improves the computational efficiency. Results on HEN applications show that the proposed approach gives better solutions.

[1]  B. Linnhoff,et al.  Sensitivity tables for the design of flexible processes (1) ― How much contingency in heat exchanger networks is cost-effective? , 1986 .

[2]  Aline P. Silva,et al.  Particle Swarm Optimisation Applied in Retrofit of Heat Exchanger Networks , 2009 .

[3]  Bodo Linnhoff,et al.  Using pinch technology for process retrofit , 1986 .

[4]  Jacek Jeżowski,et al.  GENETIC ALGORITHMS FORMULATION FOR RETROFITTING HEAT EXCHANGER NETWORK , 2010 .

[5]  Kevin C. Furman,et al.  Computational complexity of heat exchanger network synthesis , 2001 .

[6]  Ebrahim Rezaei,et al.  Heat exchanger networks retrofit by coupling genetic algorithm with NLP and ILP methods , 2009, Comput. Chem. Eng..

[7]  R. Storn,et al.  Differential Evolution: A Practical Approach to Global Optimization (Natural Computing Series) , 2005 .

[8]  Bodo Linnhoff,et al.  A User guide on process integration for the efficient use of energy , 1994 .

[9]  Christodoulos A. Floudas,et al.  A comprehensive optimization model of the heat exchanger network retrofit problem , 1990 .

[10]  R. Mohammadhasani Khorasany,et al.  A novel approach for synthesis of cost-optimal heat exchanger networks , 2009, Comput. Chem. Eng..

[11]  Antonis C. Kokossis,et al.  Hypertargets: a Conceptual Programming approach for the optimisation of industrial heat exchanger networks — II. Retrofit design , 1999 .

[12]  Christodoulos A. Floudas,et al.  A retrofit approach for heat exchanger networks , 1989 .

[13]  Ignacio E. Grossmann,et al.  Optimization model for structural modifications in the retrofit of heat exchanger networks , 1986 .

[14]  Miguel J. Bagajewicz,et al.  All-At-Once and Step-Wise Detailed Retrofit of Heat Exchanger Networks Using an MILP Model , 2010 .

[15]  Stanislaw Sieniutycz,et al.  Heat exchanger network synthesis , 2013 .

[16]  Ignacio E. Grossmann,et al.  Simultaneous Retrofit and Heat Integration of Chemical Processes , 2008 .

[17]  G. P. Rangaiah,et al.  Integrated Differential Evolution for Global Optimization and Its Performance for Modeling Vapor–Liquid Equilibrium Data , 2011 .

[18]  Robin Smith,et al.  Optimization of existing heat-integrated refinery distillation systems. , 2003 .

[19]  Chi Wai Hui,et al.  Constant approach temperature model for HEN retrofit , 2000 .

[20]  N.D.K. Asante,et al.  An Automated and Interactive Approach for Heat Exchanger Network Retrofit , 1997 .

[21]  Robin Smith,et al.  Recent development in the retrofit of heat exchanger networks , 2010 .

[22]  Ian C. Kemp,et al.  Pinch Analysis and Process Integration: A User Guide on Process Integration for the Efficient Use of Energy , 2007 .

[23]  Jacek Jeżowski,et al.  On application of stochastic optimization techniques to designing heat exchanger- and water networks , 2007 .

[24]  Chuei-Tin Chang,et al.  Retrofitting heat exchanger networks based on simple pinch analysis , 2010 .

[25]  Miguel J. Bagajewicz,et al.  New rigorous one-step MILP formulation for heat exchanger network synthesis , 2005, Comput. Chem. Eng..

[26]  Lu Chen,et al.  Heat integrated crude oil distillation system design , 2008 .