An Overview of the Application of Harmony Search for Chemical Engineering Optimization

IF 2.3 4区工程技术 Q3 ENGINEERING, CHEMICAL International Journal of Chemical Engineering Pub Date : 2022-10-07 DOI:10.1155/2022/1928343

R. M. Fonseca-Pérez, O. Del-Mazo-Alvarado, A. Meza-de-Luna, A. Bonilla-Petriciolet, Z. Geem

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引用次数: 1

Abstract

Harmony search algorithm and its variants have been used in several applications in medicine, telecommunications, computer science, and engineering. This article reviews the global and multi-objective optimization for chemical engineering using harmony search. The main features of the HS method and several of its popular variants and hybrid versions including their relevant algorithm characteristics are described and discussed. A variety of global and multi-objective optimization problems from chemical engineering and their resolution using HS-based methods are also included. These problems involve thermodynamic calculations (phase stability analysis, phase equilibrium calculations, parameter estimation, and azeotrope calculation), heat exchanger design, distillation simulation, life cycle analysis, and water distribution systems, among others. Remarks on future developments of HS and its related algorithms for global and multi-objective optimization in chemical engineering are also provided in this review. HS is a reliable and promising stochastic optimizer to resolve challenging global and multi-objective optimization problems for process systems engineering.

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和谐搜索在化工优化中的应用综述

和谐搜索算法及其变体已在医学、电信、计算机科学和工程等领域得到广泛应用。本文综述了基于和谐搜索的化工全局多目标优化方法。描述和讨论了HS方法的主要特点及其流行的几种变体和混合版本，包括它们的相关算法特征。各种全局和多目标的优化问题，从化学工程和他们的解决使用HS-based方法也包括在内。这些问题包括热力学计算(相稳定性分析、相平衡计算、参数估计和共沸物计算)、热交换器设计、蒸馏模拟、生命周期分析和配水系统等。本文还对HS及其相关算法在化工领域的全局和多目标优化中的应用前景进行了展望。HS是解决过程系统工程中具有挑战性的全局和多目标优化问题的可靠且有前景的随机优化器。

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来源期刊

International Journal of Chemical Engineering Chemical Engineering-General Chemical Engineering

CiteScore

4.00

自引率

3.70%

发文量

审稿时长

14 weeks

期刊介绍： International Journal of Chemical Engineering publishes papers on technologies for the production, processing, transportation, and use of chemicals on a large scale. Studies typically relate to processes within chemical and energy industries, especially for production of food, pharmaceuticals, fuels, and chemical feedstocks. Topics of investigation cover plant design and operation, process design and analysis, control and reaction engineering, as well as hazard mitigation and safety measures. As well as original research, International Journal of Chemical Engineering also publishes focused review articles that examine the state of the art, identify emerging trends, and suggest future directions for developing fields.