最佳的生态驾驶方案,以减少在曲线道路上的能源消耗和碳排放
A S M Bakibillah1, M A S Kamal2, Chee Pin Tan3
1Department of Systems and Control Engineering, School of Engineering, Tokyo Institute of Technology, Tokyo 152-8552, Japan.
Heliyon
|January 4, 2024
概括
本研究介绍了一个最佳的生态驾驶方案 (EDS),该方案可显著降低车辆的燃料消耗和排放. 先进的驾驶辅助系统 (ADAS) 通过优化各种道路条件的速度来确保安全.
科学领域:
- 汽车工程 汽车工程
- 控制系统 控制系统
- 环境科学 环境科学
背景情况:
- 车辆的能源消耗和排放受到道路状况和驾驶模式的严重影响.
- 在水平曲线上驾驶往往会导致由于制动和加速而增加燃料消耗和排放.
研究的目的:
- 提出一种使用非线性模型预测控制 (MPC) 的新型最佳生态驾驶方案 (EDS).
- 通过动态计算最佳速度轨迹,考虑到道路环境和车辆动态来减少燃料消耗和碳排放.
主要方法:
- 制定一个具有预测地平线和燃料,排放和安全的客观函数的非线性优化问题.
- 计算最佳速度轨迹的动态计算,考虑车辆动态,之前的车辆状态和道路背景信息.
- 微观交通模拟分析EDS透率对交通性能的影响.
主要成果:
- 与传统的驾驶系统 (TDS) 相比,拟的EDS大大降低了燃料消耗和碳排放.
- 保持驾驶安全,同时实现显著减少环境影响.
- 在密集和混合交通条件下证明有效性.
结论:
- 最佳生态驾驶方案 (EDS) 有效地将燃料消耗和排放量降至最低.
- 电子驾驶系统可以作为半自动驾驶汽车的高级驾驶辅助系统 (ADAS) 集成.
- 拟议的控制策略为更绿色的交通提供了一个可行的解决方案.
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