智能电网与智能系统与控制的相互作用

Xinghuo Yu
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引用次数: 4

摘要

智能电网是一种采用创新和智能监测、控制、通信和自我修复技术的电力网络,为发电机和分销商提供更好的连接和运营,为消费者提供灵活的选择,以及电力供应的可靠性和安全性。智能电网本质上是一个复杂的动态网络,其未来发展面临着许多新的理论和实践挑战。另一方面,智能系统和控制为智能电网的发展提供了使能技术,例如开发人工智能系统的理论和方法,以及模仿人类智能以简单地处理不确定环境中的复杂情况的技术。例如,这些包括神经和进化计算、模糊系统、基于知识的系统、多智能体系统、复杂网络、决策支持系统、嵌入感知、推理和学习智能机制的非线性控制理论。在本演讲中,我们将首先简要介绍智能电网和智能系统与控制及其最新发展,然后研究与智能电网和智能系统与控制相互作用相关的问题。我们将讨论使用智能系统和控制技术简化智能电网建模、评估和控制任务的潜在新方法。我们还将研究智能电网给智能系统和控制研究带来的新的研究挑战。这两个领域之间的协同作用也将得到强调。我们最近的一些研究成果将作为案例研究展示,以展示这种相互作用将给智能电网和智能系统和控制带来的潜力。
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Interplay of Smart Grids and Intelligent Systems and Control
Smart Grids are electric networks that employ innovative and intelligent monitoring, control, communication, and self-healing technologies to deliver better connections and operations for generators and distributors, flexible choices for consumers, and reliability and security of electricity supply. Smart Grids are complex and dynamical networks in nature that face many new theoretical and practical challenges for the future developments. Intelligent Systems and Control, on the other hand, offer enabling technologies for Smart Grids developments, such as theories and methodologies for developing artificially intelligent systems and technologies that mimic human intelligence to handle complex situations in uncertain environments with simplexity. These include, for example, neural and evolutionary computation, fuzzy systems, knowledge-based systems, multi-agent systems, complex networks, decision support systems, nonlinear control theories embedded with intelligent mechanisms of sensing, reasoning and learning. In this speech, we will first give a brief introduction of both Smart Grids and Intelligent Systems and Control and their recent developments, and then examine the issues associated with interplay of Smart Grids and Intelligent Systems and Control. We will discuss potential new ways of simplifying the modelling, assessment and control tasks of Smart Grids using Intelligent Systems and Control technologies. We will also look into new research challenges that Smart Grids present to Intelligent Systems and Control research. The synergies between these two fields will also be highlighted. Some of our recent research results will be shown as case studies to demonstrate the potential that this interplay will bring to both Smart Grids and Intelligent Systems and Control.
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