摘 要
近年来，随着电力系统复杂性不断增加，如何实现多智能体协同控制成为电力领域内一个热门的研究领域。本文从电力系统协同控制的概念和意义入手，介绍了多智能体技术在电力系统中的应用。随后阐述了多智能体系统的定义和分类，以及协同控制理论的基本原理和方法。在此基础上，提出了多智能体协同控制方法的设计和实现，探讨了基于人工智能的多智能体协同控制方法研究。最后，分析了某些场景下的多智能体控制实际应用，通过案例分析实现电力系统的协同控制。该研究为电力系统多智能体协同控制方法提供了重要参考意义，有助于实现电力系统智能化控制，提高电力系统运行效率和安全性。
关键词：电力系统 、多智能体 、协同控制
Abstract
In recent years, with the increasing complexity of power systems, how to achieve multi-agent collaborative control has become a hot research field in the field of power. This article starts with the concept and significance of collaborative control in power systems, and introduces the application of multi-agent technology in power systems. Then the definition and classification of multi-agent system, as well as the basic principles and methods of cooperative control theory are described. On this basis, the design and implementation of multi-agent collaborative control methods were proposed, and research on multi-agent collaborative control methods based on artificial intelligence was explored. Finally, practical applications of multi-agent control in certain scenarios were analyzed, and collaborative control of power systems was achieved through case studies. This study provides important reference significance for multi-agent collaborative control methods in power systems, helping to achieve intelligent control of power systems, improve operational efficiency and safety of power systems.
Keyword:Power system、multi-agent、collaborative control
目 录
引言 1
1电力系统协同控制相关概述 1
1.1电力系统协同控制的概念和意义 1
1.2多智能体技术在电力系统中的应用 1
2电力系统多智能体协同控制的理论基础 2
2.1多智能体系统的定义和分类 2
2.2协同控制理论的基本原理和方法 2
2.3多智能体系统协同控制的关键技术 3
3电力系统多智能体协同控制方法的研究 3
3.1传统电力系统控制模式的分析 3
3.2多智能体协同控制方法的设计和实现 3
3.3基于人工智能的多智能体协同控制方法研究 4
4电力系统多智能体协同控制的应用 4
4.1某些场景下的多智能体控制实际应用 4
4.2案例分析 4
结论 5
参考文献 6
致谢 7
近年来，随着电力系统复杂性不断增加，如何实现多智能体协同控制成为电力领域内一个热门的研究领域。本文从电力系统协同控制的概念和意义入手，介绍了多智能体技术在电力系统中的应用。随后阐述了多智能体系统的定义和分类，以及协同控制理论的基本原理和方法。在此基础上，提出了多智能体协同控制方法的设计和实现，探讨了基于人工智能的多智能体协同控制方法研究。最后，分析了某些场景下的多智能体控制实际应用，通过案例分析实现电力系统的协同控制。该研究为电力系统多智能体协同控制方法提供了重要参考意义，有助于实现电力系统智能化控制，提高电力系统运行效率和安全性。
关键词：电力系统 、多智能体 、协同控制
Abstract
In recent years, with the increasing complexity of power systems, how to achieve multi-agent collaborative control has become a hot research field in the field of power. This article starts with the concept and significance of collaborative control in power systems, and introduces the application of multi-agent technology in power systems. Then the definition and classification of multi-agent system, as well as the basic principles and methods of cooperative control theory are described. On this basis, the design and implementation of multi-agent collaborative control methods were proposed, and research on multi-agent collaborative control methods based on artificial intelligence was explored. Finally, practical applications of multi-agent control in certain scenarios were analyzed, and collaborative control of power systems was achieved through case studies. This study provides important reference significance for multi-agent collaborative control methods in power systems, helping to achieve intelligent control of power systems, improve operational efficiency and safety of power systems.
Keyword:Power system、multi-agent、collaborative control
目 录
引言 1
1电力系统协同控制相关概述 1
1.1电力系统协同控制的概念和意义 1
1.2多智能体技术在电力系统中的应用 1
2电力系统多智能体协同控制的理论基础 2
2.1多智能体系统的定义和分类 2
2.2协同控制理论的基本原理和方法 2
2.3多智能体系统协同控制的关键技术 3
3电力系统多智能体协同控制方法的研究 3
3.1传统电力系统控制模式的分析 3
3.2多智能体协同控制方法的设计和实现 3
3.3基于人工智能的多智能体协同控制方法研究 4
4电力系统多智能体协同控制的应用 4
4.1某些场景下的多智能体控制实际应用 4
4.2案例分析 4
结论 5
参考文献 6
致谢 7
