Aerodynamic optimization of mixed platoon Ahmed body vehicles based on response surface method
-
Published:2023-11-09
Issue:1
Volume:34
Page:309-333
-
ISSN:0961-5539
-
Container-title:International Journal of Numerical Methods for Heat & Fluid Flow
-
language:en
-
Short-container-title:HFF
Author:
Luo Jianbin,Tie Yuanhao,Mi Ke,Pan Yajuan,Tang Lifei,Li Yuan,Xu Hongxiang,Liu Zhonghang,Li Mingsen,Jiang Chunmei
Abstract
Purpose
The purpose of this paper is to investigate the optimal average drag coefficient of the Ahmed body for mixed platoon driving under crosswind and no crosswind conditions using the response surface optimization method. This study has extraordinary implications for the planning of future intelligent transportation.
Design/methodology/approach
First, the single vehicle and vehicle platoon models are validated. Second, the configuration with the lowest average drag coefficient under the two conditions is obtained by response surface optimization. At the same time, the aerodynamic characteristics of the mixed platoon driving under different conditions are also analyzed.
Findings
The configuration with the lowest average drag coefficient under no crosswind conditions is 0.3 L for longitudinal spacing and 0.8 W for lateral spacing, with an average drag coefficient of 0.1931. The configuration with the lowest average drag coefficient under crosswind conditions is 10° for yaw angle, 0.25 L for longitudinal spacing, and 0.8 W for lateral spacing, with an average drag coefficient of 0.2251. Compared to the single vehicle, the average drag coefficients for the two conditions are reduced by 25.1% and 41.3%, respectively.
Originality/value
This paper investigates the lowest average drag coefficient for mixed platoon driving under no crosswind and crosswind conditions using a response surface optimization method. The computational fluid dynamics (CFD) results of single vehicle and vehicle platoon are compared and verified with the experimental results to ensure the reliability of this study. The research results provide theoretical reference and guidance for the planning of intelligent transportation.
Subject
Mechanical Engineering,Aerospace Engineering,Computational Mechanics,Engineering (miscellaneous)
Reference47 articles.
1. Real-world automotive emissions: monitoring methodologies, and control measures;Renewable and Sustainable Energy Reviews,2021
2. Some salient features of the time-averaged ground vehicle wake,1984
3. Long-term vehicle speed prediction via historical traffic data analysis for improved energy efficiency of connected electric vehicles;Transportation Research Record: Journal of the Transportation Research Board,2020
4. Temperature dependence of laminar burning velocity in ammonia/dimethyl ether-air premixed flames;Journal of Thermal Science,2022
5. Embedded large eddy simulation of flow around the Ahmed body;SAE International Journal of Commercial Vehicles,2012