Implementation of Fuzzy Mamdani Method for Traffic Lights Smart City in Rangkasbitung, Lebak Regency, Banten Province (Case Study of the Traffic Light T-junction, Cibadak, By Pas Sukarno Hatta Street)

Dentik Karyaningsih, Robby Rizky
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引用次数: 8

Abstract

Traffic jams are a common sight that can be seen in almost all major cities in Indonesia. One of them is in Rangkasbitung City, Lebak Regency. This happens because the number of vehicles continues to increase. The traffic light control system implemented in Indonesia is a static preset time because the time of each phase is predetermined. This type of control system is still not effective in overcoming traffic congestion, especially at certain peak traffic jams. By using the Mamdani fuzzy logic system, it is possible to implement the human mindset into a system. Some rules can be set out in the fuzzy logic controller. The purpose of this study is to design a traffic light control system using fuzzy inference that regulates traffic based on its density. The data used are observations made at the research site. The conclusion of this study is to explain that the fuzzy mamdani method can solve existing problems in traffic congestion in Rangkasbitung City, Lebak Regency, Banten Province
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模糊Mamdani方法在万丹省Lebak县Rangkasbitung红绿灯智慧城市的实现(以Pas Sukarno Hatta街Cibadak红绿灯t型路口为例)
交通堵塞是印度尼西亚几乎所有主要城市都能看到的常见景象。其中一个在Lebak摄政的Rangkasbitung市。这是因为车辆的数量在不断增加。印度尼西亚实施的交通灯控制系统是静态预设时间,因为每个阶段的时间都是预先确定的。这种类型的控制系统仍然不能有效地克服交通拥堵,特别是在某些高峰交通堵塞。通过使用Mamdani模糊逻辑系统,可以将人类的思维方式实现到一个系统中。在模糊控制器中可以设置一些规则。本研究的目的是设计一种基于交通密度的模糊推理交通灯控制系统。所使用的数据是在研究现场进行的观察。本研究的结论是说明模糊mamdani方法可以解决万丹省勒巴克县Rangkasbitung市存在的交通拥堵问题
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