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Updated: Jun 28, 2025

Implementation of Portable Emissions Measurement Systems PEMS for the Real-driving Emissions RDE Regulation in Europe
09:34

Implementation of Portable Emissions Measurement Systems PEMS for the Real-driving Emissions RDE Regulation in Europe

Published on: December 4, 2016

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GPS数据和机器学习工具,用于估计轻型车辆排放的实用和经济有效的组合.

Néstor Diego Rivera-Campoverde1,2, Blanca Arenas-Ramírez3, José Luis Muñoz Sanz1

  • 1Machine-Engineering Division, Escuela Técnica Superior de Ingenieros Industriales-ETSII, Universidad Politécnica de Madrid-UPM, 28006 Madrid, Spain.

Sensors (Basel, Switzerland)
|April 13, 2024
PubMed
概括

本研究介绍了一种GPS和机器学习方法,用于在真实驾驶条件下估计车,SUV和皮卡的车辆排放量 (CO2,CO,NOx,HC). 开发的模型准确地预测了排放,为排放测试提供了无PEMS的替代方案.

关键词:
排放参数模型的排放参数模型低成本排放模型的低成本排放模型机器学习模型机器学习模型便携式排放测量系统可移动测量系统.实际驾驶过程中的排放.

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