The invention discloses a vehicle carbon footprint monitoring and driver behavior analysis system, and belongs to the technical field of traffic transportation carbon emission monitoring and improvement. A vehicle carbon emission monitoring module tracks the carbon footprint in the vehicle driving process in real time, and Mixup is combined in a driver behavior analysis module to enhance the robustness of training data; a 3D-CNN model is used for conducting three-dimensional video accurate analysis on the driving habits of a driver, the conversion relation between the carbon emission footprint and the driver behaviors is obtained, the carbon footprint is fed back to the driver, the driver can clearly know the influence of the driving behaviors of the driver on carbon emission, and according to the driving habits of the driver, the driving behavior of the driver can be accurately analyzed. And personalized carbon emission reduction suggestions are provided. Compared with an existing vehicle carbon emission improvement mode, the method has the advantages that real-time monitoring and intelligent and accurate analysis of carbon emission data are achieved, personalized and accurate emission reduction suggestions are provided for a driver, and the driver is helped to reduce carbon emission more scientifically and more efficiently.
本发明公开了一种车辆碳足迹监测与驾驶员行为分析系统,属于交通运输碳排放监测与改进技术领域,本发明通过车辆碳排放监测模块实时跟踪车辆行驶过程中的碳足迹,在驾驶员行为分析模块中结合Mixup增强训练数据鲁棒性,使用3D‑CNN模型对驾驶员的驾驶习惯进行三维视频精准分析,得到碳排放足迹与驾驶员行为之间的转换关系,并将碳足迹反馈给驾驶员,使他们能够清晰地了解自身的驾驶行为对碳排放的影响,根据驾驶员的驾驶习惯,提供个性化的碳排放减少建议。相较于现有车辆碳排放改进方式,本发明实现了碳排放数据的实时监测与智能准确分析,为驾驶员提供个性化、精准的减排建议,帮助驾驶员更科学、更高效地减少碳排放。
Vehicle carbon footprint monitoring and driver behavior analysis system
一种车辆碳足迹监测与驾驶员行为分析系统
2024-11-29
Patent
Electronic Resource
Chinese
IPC: | G06V / B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen |
REAL-TIME CARBON FOOTPRINT DETERMINATION FOR A DRIVER OF A VEHICLE
European Patent Office | 2020
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