使用Arduino和HMAS实现基于物联网的微电网负载管理

Q3 Energy
M. Legha, E. Farjah
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引用次数: 10

摘要

本文旨在建立一个基于Arduino和物联网的分层多代理系统(HMAS),用于微电网中负载侧的激励管理。在本研究中,所提出的算法在微网格中的性能已经得到验证。微电网包含电池储能系统(BESS)和不同类型的负载,这些负载被称为住宅消费者(RC)、商业消费者(CC)和工业消费者(IC)。智能手机上的用户界面通过使用Wi-Fi通信协议的集成以太网屏蔽服务器直接与负载管理系统通信。此外,以太网屏蔽和Arduino微控制器之间的通信基于Wi-Fi通信。在Java Agent开发环境(JADE)中开发了一个用于动态有效能源管理的仿真模型,该模型在知情的情况下做出决策,并选择最可行的行动来稳定、维持和增强微电网。此外,通过Arduino微控制器和传感器感测环境变量,然后将其提供给物联网环境中的MAS代理。测试结果表明,该系统能够有效地控制和调节微电网中的能量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
IoT 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 consumer (CC), and industrial consumer (IC). The user interface on a smartphone directly communicates with the load management system via an integrated Ethernet Shield server which uses Wi-Fi communication protocol. Also, the communication between the Ethernet Shield and the Arduino microcontroller is based on Wi-Fi communication. A simulation model is developed in Java Agent Development Environment (JADE) for dynamic and effective energy administration, which takes an informed decision and chooses the most feasible action to stabilize, sustain, and enhance the micro-grid. Further, the environment variable is sensed through the Arduino microcontroller and sensors, and then given to the MAS agents in the IoT environment. The test results indicated that the system was able to effectively control and regulate the energy in the micro-grid.
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来源期刊
Iranian Journal of Electrical and Electronic Engineering
Iranian Journal of Electrical and Electronic Engineering Engineering-Electrical and Electronic Engineering
CiteScore
1.70
自引率
0.00%
发文量
13
审稿时长
12 weeks
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