柴油机双载体氧化转化器流动特性多目标优化

Multi-objective optimization of flow characteristics in a dual-carrier oxidation catalyst for diesel engines

  • 摘要: 柴油机双载体氧化转化器被广泛应用于柴油机排放控制,但存在由压力损失过大和流动不均匀导致的工作效率偏低、使用寿命过短等问题。针对这些问题,本文提出了双载体氧化转化器结构参数化设计及优化方法,以改善氧化转化器的流动特性(压力损失和流动均匀性)。建立了氧化转化器三维流动模型,分析了载体总长度、双载体间隙与载体总长度比值、双载体前后载体长度比值对氧化转化器流动特性的影响规律。基于Box-Behnken试验设计与响应面法对双载体氧化转化器流动特性的研究,以载体总长度、双载体间隙与载体总长度比值、双载体前后载体长度比值为优化量,以压力损失和流动均匀性为优化目标进行响应面分析,并结合NSGA–Ⅱ遗传算法进行优化。研究结果表明:氧化转化器内部压力损失降低15.24%,流动均匀性提升了6.44%。

     

    Abstract: Abstracts: Diesel dual-carrier oxidation converters are widely used in diesel engine emission control, but there are problems such as short service life and low efficiency are caused due to excessive pressure loss and uneven flow in the process. In order to address this series of problems, a parametric design and optimization method for the structure of dual-carrier oxidation converter are proposed, which are used to improve the flow characteristics of the oxidation converter, namely the pressure loss and flow uniformity. A three-dimensional flow model of the oxidation reformer was established to analyze the influence of the total length of the carrier, the ratio between the gap of the double carriers and the total length of the carrier, and the ratio of the length of the carrier before and after the double carriers on the flow characteristics of the oxidation reformer. Based on the Box-Behnken experimental design and the response surface method, the flow characteristics of the two-carrier oxidation converter are studied, with the total length of the carrier, the ratio between the gap of the two carriers and the total length of the carrier, and the ratio of the length of the carrier before and after the two carriers as the optimization quantities, and the pressure loss and flow uniformity as the optimization objectives for the response surface analysis, and combined with the NSGA–Ⅱ genetic algorithm for the optimization. The results showed that the pressure loss inside the oxidation reformer was reduced by 15.24% and the flow uniformity was improved by 6.44%. This study provides a reference for the structural design of dual-carrier oxidation reformer.

     

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