Nonlinear Modeling of an Automotive Air Conditioning System Considering Active Grille Shutters

Trevor Parent, J. Defoe, Afshin Rahimi
{"title":"Nonlinear Modeling of an Automotive Air Conditioning System Considering Active Grille Shutters","authors":"Trevor Parent, J. Defoe, Afshin Rahimi","doi":"10.3390/modelling4010006","DOIUrl":null,"url":null,"abstract":"This paper expands upon the state of the art in nonlinear modeling of automotive air conditioning systems. Prior models considered only the effects of the refrigerant compressor and the condenser fan. There are two new aspects included here. First, we create a mathematical model for front-end underhood airflow, considering vehicle speed, condenser fan rotational speed, and active grille shutter position. In addition, we present a new model for the power consumption of the vehicle associated with aerodynamic drag caused by underhood flow, as well as a fan power model which accounts not only for changes in rotational speed but also changes in flow rate. The models developed in this paper are coded in MATLAB/Simulink and assessed for various vehicle driving conditions against a higher-fidelity vehicle energy management model, showing good agreement. By including the active grille shutters as a controllable actuator and the impact of underhood flow on vehicle drag and fan power consumption, control schemes can be developed to holistically target reduced energy consumption for the air conditioning system and, thus, improve the overall vehicle energy efficiency.","PeriodicalId":89310,"journal":{"name":"WIT transactions on modelling and simulation","volume":"56 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"WIT transactions on modelling and simulation","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3390/modelling4010006","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

This paper expands upon the state of the art in nonlinear modeling of automotive air conditioning systems. Prior models considered only the effects of the refrigerant compressor and the condenser fan. There are two new aspects included here. First, we create a mathematical model for front-end underhood airflow, considering vehicle speed, condenser fan rotational speed, and active grille shutter position. In addition, we present a new model for the power consumption of the vehicle associated with aerodynamic drag caused by underhood flow, as well as a fan power model which accounts not only for changes in rotational speed but also changes in flow rate. The models developed in this paper are coded in MATLAB/Simulink and assessed for various vehicle driving conditions against a higher-fidelity vehicle energy management model, showing good agreement. By including the active grille shutters as a controllable actuator and the impact of underhood flow on vehicle drag and fan power consumption, control schemes can be developed to holistically target reduced energy consumption for the air conditioning system and, thus, improve the overall vehicle energy efficiency.
考虑主动格栅百叶窗的汽车空调系统非线性建模
本文阐述了汽车空调系统非线性建模的研究现状。先前的模型只考虑制冷剂压缩机和冷凝器风扇的影响。这里包括两个新的方面。首先,在考虑车速、冷凝器风机转速和主动格栅百叶窗位置的情况下,建立了车头罩下气流的数学模型。此外,我们还提出了一个新的与引擎盖下气流引起的气动阻力相关的车辆功耗模型,以及一个既考虑转速变化又考虑流量变化的风扇功率模型。本文开发的模型在MATLAB/Simulink中进行了编码,并根据高保真度的车辆能量管理模型对各种车辆行驶条件进行了评估,结果显示出良好的一致性。通过将主动格栅百叶窗作为可控致动器,以及引擎盖下气流对车辆阻力和风扇功耗的影响,可以制定控制方案,从整体上降低空调系统的能耗,从而提高车辆的整体能效。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信