A novel objective function for design optimization of shell and tube heat exchangers

R. Khosravi, A. Khosravi, S. Nahavandi
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Abstract

Design and optimization of shell and tube heat exchanger (STHX) is a challenging task for engineers. Often the optimization search space is multidimensional and several design requirements and variable limits have to be addressed. This paper introduces a new approach for integrating design efficiency constraint into the optimization cost-based objective function. This approach enables the evolutionary algorithms to better evaluate inferior and even unacceptable solutions and appropriately use them in the search for superior solutions. Adjustable parameters of the new objective function enables the engineers to apply their design preferences. Performance of the proposed objective function is examined for design optimization of a STHX in this study. Through comprehensive simulations, it is found that optimization using the proposed objective function always locates globally optimal solutions in the multidimensional search space. Furthermore, it offers alternative solutions which are more attractive in terms of total cost of STHX.
一种新的管壳式换热器优化设计目标函数
管壳式换热器(STHX)的设计与优化是一项具有挑战性的任务。通常,优化搜索空间是多维的,必须解决多个设计要求和可变限制。提出了一种将设计效率约束与基于成本的优化目标函数相结合的新方法。这种方法使进化算法能够更好地评估劣等甚至不可接受的解,并适当地使用它们来寻找优等解。新目标函数的可调参数使工程师能够应用他们的设计偏好。在本研究中,研究了所提出的目标函数的性能,用于STHX的设计优化。综合仿真结果表明,利用所提出的目标函数进行优化,总能在多维搜索空间中找到全局最优解。此外,它还提供了在STHX总成本方面更具吸引力的替代解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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