通过混合优先集群建模方法对复合催化剂的预冷液化过程进行实验分析和优化
Faisal Khan1, Osama Khan1, Praveen Pachauri2
1Department of Mechanical Engineering, Jamia Millia Islamia, New Delhi, 110025, India.
纳米复合材料在液化过程中显著提高了热效率,降低了能源消耗. 本研究确定了为成本效益和可持续的能基础设施提供最佳的纳米复合材料配方和运行条件.
科学领域:
- 材料科学
- 化学工程
- 热力学
背景情况:
- 液化对于其作为清洁能源的使用至关重要.
- 提高热效率和减少液化过程中的能源消耗是关键挑战.
- 纳米复合材料具有增强热物理性能的潜力.
研究的目的:
- 研究纳米复合材料对液化效率的影响.
- 确定优质的纳米复合材料配方和最佳操作条件.
- 在冷却过程中降低能耗.
主要方法:
- 结合实验调查和机器学习方法.
- 对热物理特征估计的皮尔森-r相关性分析.
- 用于输入权重的MEREC分析.
主要成果:
- 最佳纳米复合材料度为33%,其次是流速 (29%),压力 (23%) 和温度 (14%).
- 最佳运行条件:0.23MPa压力,260K温度,0.11kg/s流量和0.24%的纳米复合材料度.
- 实现了2.70kWh/kgLH2的能量消耗和5的性能系数.
结论:
- 特定的纳米复合材料组合 (石墨烯/TiO2,g-C3N4/TiO2,SiC/TiO2) 可优化能源消耗和性能.
- 有效的热传输和减少的能量损失是纳米复合材料集成的结果.
- 这些发现支持可持续的液化和先进的能源基础设施设计.
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