柴油颗粒过滤器
柴油
柴油废气油液
柴油机
微粒
废气再循环
非线性模型
模型预测控制
柴油机排气
汽车工程
废物管理
环境科学
材料科学
废气
化学
非线性系统
工程类
控制(管理)
计算机科学
有机化学
物理
量子力学
人工智能
作者
Wenlong Liu,Ying Gao,Yuelin You,Changwen Jiang,Taoyi Hua,Bocong Xia
出处
期刊:Energy
[Elsevier]
日期:2024-02-09
卷期号:293: 130658-130658
被引量:8
标识
DOI:10.1016/j.energy.2024.130658
摘要
To meet the active regeneration requirements of the diesel particulate filter (DPF), the outlet temperature of the diesel oxidation catalyst (DOC) must be maintained within the range of 585 °C–615 °C. Firstly, this paper explores the DOC system using a set of partial differential equations that describe the coupled flow and heat transfer of both the gas phase and solid phase carriers. Subsequently, the DOC model is significantly simplified, and the equations are solved based on their characteristics. Secondly, a Luenberger observer is designed, and the appropriate range of values for the observer gain is calculated. By minimizing the cost function and adhering to constraints within a finite prediction horizon, the optimal sequence for injecting hydrocarbon(HC) is determined. Thirdly, in this study, a Worldwide Harmonized Transient Cycle test is conducted on the engine, following the China VI emission standard. The computational results demonstrate that the mean absolute errors of the DOC outlet temperatures obtained from the model prediction and the observer are 0.535 °C and 1.994 °C, respectively. Finally, a nonlinear model predictive control is implemented to ensure that the DOC outlet temperature can be maintained between 585 °C and 615 °C.
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