一个基于能源的框架来预测车辆噪声源强度:从能源消耗到噪声
Bin Sun1, Haibo Wang2, Qijun Zhang1
1Tianjin Key Laboratory of Urban Transport Emission Research, College of Environmental Science and Engineering, Nankai University, Tianjin, 300071, China.
Journal of environmental management
|September 3, 2024
概括
一个新的基于能源的源强度模型 (E-SSIM) 将车辆噪音与能源消耗联系起来. 该模型为噪声预测提供了理论基础,在准确性和减少预测错误方面超过现有方法.
科学领域:
- 声学与环境科学 声学与环境科学
- 运输工程 运输工程
背景情况:
- 现有的车辆噪声源强度模型缺乏明确的理论依据.
- 车辆噪音和能源消耗之间的关系需要进一步研究.
研究的目的:
- 开发基于能源的源强度模型 (E-SSIM) 用于车辆噪声预测.
- 通过分析噪声和能源消耗的相关性,为噪声源强度模型建立理论基础.
主要方法:
- 提出了一个基于能源的源强度模型框架 (E-SSIM),集成声学原理和车辆能量流.
- 利用多变量回归理论用于基本噪声水平的非线性建模.
- 进行了敏感性分析和道路实验以进行验证.
主要成果:
- E-SSIM有效地整合了车辆的能量流和声学,支持经典的对数模型.
- 对空气动力学阻力噪声能量敏感性在低速 (17-40公里/小时) 上达到顶峰.
- 与现有模型相比,E-SSIM在预测A/Z加权声压水平方面表现出卓越的精度,大大降低了与现有模型相比的平均绝对百分比误差.
结论:
- E-SSIM为车辆噪音预测提供了坚实的理论基础.
- 随着车辆内部能耗的增加,模型的准确性会提高,这表明在更高的运行负载下稳定性.
- 通过使用丰富的车辆数据,E-SSIM促进了通用噪声预测模型的开发.
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