智能电表数据管理的多智能体系统

Yazid Hambally Yacouba, Training, A. Diabagaté, Abdou Maiga, A. Coulibaly
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引用次数: 2

摘要

智能电表可以处理住宅电网中的传感器数据。这些传感器将不同的参数或测量数据(指数、功率、温度、电压和电量的波动等)传输到智能电表。所有这些测量数据都可以以不同的方式出现在智能电表中。传感器将每个测量数据传输到智能电表。此外,将这些数据收集到中央系统是确保数据完整性和保护居民隐私的重要问题。这些数据管理的复杂性还在于它们的数量、频率和调度。本文提出了一种传感器和智能电表之间以及智能电表和中央数据采集系统之间的私人用电数据调度和收集机制。在科学研究中,我们已经找到了几种智能电表数据管理的方法。为了解决这一问题,我们提出了另一种方法,将测量数据从连接到智能电表的传感器网络的住宅区调度和收集到中央系统。这项工作也是智能信息管理、传输和保护中数据采集和数据调度之间联系的一个例子。我们还提出了智能电网测量对象的建模,并强调了在整个数据处理过程中对这些对象所做的变化。需要指出的是,该智能电网系统主要由传感器、智能电表和中央系统三个主动式系统组成。除了这三个系统之外,还有其他与智能电表和中央系统通信的系统。我们已经确定了智能计量系统的三种实现模型。提出了一种基于多智能体系统的智能电网体系结构。目前大多数电力管理系统都不能适应非洲社会和经济发展所带来的新挑战。本研究的目的是开始设计一个智能电网系统来管理电力数据。
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Multi-agent System for Management of Data from Electrical Smart Meters
The smart meter can process sensor data in a residential grid. These sensors transmit different parameters or measurement data (index, power, temperature, fluctuation of voltage and electricity, etc.) to the smart meter. All of these measurement data can come in different ways at the smart meter. The sensors transmit each measurement data to the smart meter. In addition, the collection of this data to a central system is a significant concern to ensure data integrity and protect the privacy of residents. The complexity of these data management also lies in their volume, frequency, and scheduling. This work presents a scheduling and a collection mechanism in private power consumption data between both sensors and smart meters on one hand and between smart meters and the central data collection system on other hand. We have found several approaches to intelligent meter data management in scientific researches. We propose another approach in response to this concern for the scheduling and collection of measurement data to a central system from residential areas of sensors’ network connected to smart meters. This work is also an example of a link between data collection and data scheduling in intelligent information management, transmission, and protection. We also propose a modeling of the measurement objects of smart grid and highlight the changes made to these objects throughout the process of data processing. It should be noted that this smart grid system consists of three main active systems namely sensors, smart meters and central system. In addition to these three systems, there are other systems that communicate with the smart meters and the central system. We have identified three implementation models for the smart metering system. We also present an intelligent architecture based on multi-agent systems for the smart grid. Most current electricity management systems are not adapted to the new challenges imposed by social and economic development in Africa. The objectives of this study are to initiate the design of a smart grid system for the management of electricity data.
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