基于模糊控制器的交通感知路灯系统

Fouad Agramelal, M. Sadik, A. Hannani, Youssef Moubarak
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引用次数: 2

摘要

路灯给电力消耗带来了巨大的负担,在偏远地区和高速公路的危险路段安装路灯具有挑战性。解决这个问题的一个办法是使用独立的光伏路灯。然而,不明智的操作这些系统的方式导致电池迅速不足。为了延长系统的使用时间,保证系统的安全性,本文提出了一种基于模糊逻辑和未来交通预测的路灯控制器,根据道路需求和电池剩余能量来调节路灯的亮度。首先,我们开发了一个基于真实数据集的交通预测模型。然后在Matlab中进行了仿真验证。结果表明,所提出的光控制器能够在保证道路安全的同时扩展照明系统的自主性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Traffic-aware Street Lighting System Based on Fuzzy Logic Controller
Streetlamps place a significant burden on electricity consumption and are challenging to install in remote areas and dangerous portions of highways. A solution to this problem is the usage of stand-alone PV-powered streetlamps. However, the unwise way of operating these systems leads to quick battery insufficiency. In order to prolong the system time usage and guarantee security, in this paper, we propose a light controller based on fuzzy logic and future traffic forecast, which adapts the brightness of street lamps according to road demand and the battery’s remaining energy. First, we developed a model for traffic forecasting based on a real-world dataset. Then the light controller is validated by simulation in Matlab. The results indicate that the proposed light controller is able to extend the autonomy of the light system while at the same time ensuring security on the road.
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