An Integrated Framework for Multi-Agent Traffic Simulation using SUMO and JADE
نویسندگان
چکیده
The rapid and ever-increasing population and urban activities have imposed a massive demand on Urban Transportation Systems (UTS). These systems were not prepared for such events, so traffic congestion and defective metropolitan systems were a direct consequence of this deficiency. The explosion of the computing technology brought together expertise from different scientific and technical disciplines giving birth to new computing and communication paradigms. Taking advantage of the modelling and simulation technologies we have devised a framework that combines the characteristics of the Multi-Agent System Development Framework, JADE, and the microscopic traffic simulator, SUMO, for the development and appraisal of multi-agent traffic solutions in contemporary traffic and transportation systems.
منابع مشابه
JADE, TraSMAPI and SUMO: A tool-chain for simulating traffic light control
Increased stress, fuel consumption, air pollution, accidents and delays are some of the consequences of traffic congestion usually incurring in tremendous economic impacts, which society aims to remedy in order to leverage a sustainable development. Recently, unconventional means for modeling and controlling such complex traffic systems relying on multiagent systems have arisen. This paper cont...
متن کاملVoltage Coordination of FACTS Devices in Power Systems Using RL-Based Multi-Agent Systems
This paper describes how multi-agent system technology can be used as the underpinning platform for voltage control in power systems. In this study, some FACTS (flexible AC transmission systems) devices are properly designed to coordinate their decisions and actions in order to provide a coordinated secondary voltage control mechanism based on multi-agent theory. Each device here is modeled as ...
متن کاملIoT Based Load Management of a Micro-Grid Using Arduino and HMAS
This paper aims to establish an Arduino and IoT-based Hierarchical Multi-Agent System (HMAS) for management of loads’ side with incentive approach in a micro-grid. In this study, the performance of the proposed algorithm in a micro-grid has been verified. The micro-grid contains a battery energy storage system (BESS) and different types of loads known as residential consumer (RC), commercial co...
متن کاملFrom Simulation to Development in MAS - A JADE-based Approach
Multi-agent systems (MAS) present an effective approach to the efficient development of modular systems composed of interacting agents. Several frameworks exist that aid the development of MAS, but they are often not very appropriate for some kind of uses, such as for Multi-Agent-based Simulation (MABS). Other frameworks exist for running simulations, sharing little with the former. While open ...
متن کاملMulti-Agent Supply Chain Modeling – A Re-Usable Component-Based Framework
A re-usable component-based framework is proposed for modeling and simulation of multi-agent supply chain systems. The framework facilitates study of both intraas well as interorganizational issues simultaneously across a supply chain (SC) paying due attention to the issue of private as well as public information. It utilizes a pre-developed library of organizational primitives, supply chain pr...
متن کامل