基于人工智能的电网运行,启用数据加密

Akshya Kumar Sahoo, Sudipta Rudra, A. Mohanty
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引用次数: 3

摘要

本文探讨了当今人工智能在电气工程中的应用趋势。采用各种智能算法的智能代理可以提高数字电网系统的性能。本文介绍了采用多智能体系统的电网控制系统的最新技术进展。该系统采用多种微控制器和iec61580通信协议实现自动化电网系统的通信,采用云通信技术实现无线通信,实现多智能体系统的高效数据通信。在实验室视图模拟器中设计了网格站的控制机理模型。采用具有自学习参数和算法的模糊控制器对多智能体系统进行控制,减少了智能体的工作量,消除了模拟电子控制系统的使用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Artificial intelligence based electric grid operation enabled with data encryption
This article explores the current trend of artificial intelligence in today's application in electrical-engineering. Intelligent agents using various intelligent algorithms can enhance the performance rate of a digital electric grid system. This paper presents the development of state-of-art technology of electric grid control systems using multi-agent systems. This system is implemented using various microcontrollers and iec61580 communication protocol for communication in automated electric grid system and Cloud communication technology for wireless communication applied for efficient data communication for multi agent systems. The control mechanism model of the gridstation is designed in the lab view simulator. Multi-agent systems are controlled using a Fuzzy logic controller implemented with self-learning parameter and algorithm which reduces the work load of ied's and eliminates the use of analog electronic control system.
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