基于吸附的热材料选和运行优化的元启发性框架
Beatriz C Silva1,2, Carine Menezes Rebello3, Alírio E Rodrigues1,2
1LSRE-LCM-Laboratory of Separation and Reaction Engineering-Laboratory of Catalysis and Materials, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, Porto 4200-465, Portugal.
ACS omega
|June 12, 2023
概括
这项研究引入了一种新的粒子群优化 (PSO) 方法,用于选择吸附热的材料. 它有效地在广泛的温度范围内选吸附剂,以优化性能和降低成本.
科学领域:
- 热力学是一种热力学.
- 材料科学 材料科学 材料科学
- 化学工程是化学工程的重要组成部分.
背景情况:
- 目前用于吸附热的材料选受到固定温度评估的限制.
- 现有的方法对吸附剂性能进行评估是不够的和不切实际的.
研究的目的:
- 在吸附热设计中开发一种用于同时优化和材料选的新策略.
- 实施一个元启发式方法,粒子群优化 (PSO),用于评估吸附剂.
主要方法:
- 利用粒子群优化 (PSO) 来评估可变和广泛的操作温度间隔.
- 基于最大性能和最低供热成本的PSO定义的目标功能.
- 应用单目标和多目标优化方法.
主要成果:
- 确定了用于吸附热运行的最佳吸附剂和温度设置.
- 使用Fisher-Snedecor测试生成可行的运行区域,以实现实际应用.
- 能够快速和直观地评估多个设计和操作变量.
结论:
- 拟议的PSO框架为吸附热的材料选和设计优化提供了一种有效和实用的方法.
- 该方法通过分析最佳和近最佳条件,促进了实际设计和控制工具的开发.
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