An efficient coupled Genetic Algorithm-NLP method for heat exchanger network synthesis

Publish Year: 1386
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:

ICHEC05_069

تاریخ نمایه سازی: 7 بهمن 1386

Abstract:

Synthesis of heat exchanger networks (HENs) is inherently a mixed integer and non linear programming (MINLP) problem. Solving such problems leads to difficulties in optimization of continuous and binary variables. This paper presents a new efficient and robust method in which structural parameters are optimized by G.A. and continuous variables are handled due to a modified objective function for maximum energy recovery. Node representation is used for addressing the exchangers and networks considered as a sequence of genes. Each gene consists of nodes for generating different structures within a network. Results show that this method may find new or near optimal solutions with less than 2% increase in HENs annual cost.

Keywords:

Heat exchanger networks (HENs) , Optimization , Genetic Algorithm (G.A.) , NLP formulation

Authors

Ebrahim Rezaei

Faculty of Chemical Engineering, Sahand University of Technology, Tabriz, Iran

Sirous Shafiei

Faculty of Chemical Engineering, Sahand University of Technology, Tabriz, Iran

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