Practical applications of multi‐agent systems in electric power systems

Catterson, Victoria M.; Davidson, E.M.; McArthur, S.D.J.

doi:10.1002/etep.619

Cited by 35 publications

(10 citation statements)

References 67 publications

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“…MASs have been applied to various problems, including market simulation, monitoring, system diagnosis, and remedial actions [10][11][12]. In [13], a substation physical security monitoring (SPSM) system is proposed within the framework of strategic power infrastructure defense (SPID) [14,15].…”

Section: Applications Of Massmentioning

confidence: 99%

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Multi-agent systems and their applications

Xie

Liu

2017

Journal of International Council on Electrical Engineering

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The number of distributed energy components and devices continues to increase globally. As a result, distributed control schemes are desirable for managing and utilizing these devices, together with the large amount of data. In recent years, agent-based technology becomes a powerful tool for engineering applications. As a computational paradigm, multi-agent systems (MASs) provide a good solution for distributed control. In this paper, MASs and applications are discussed. A state-ofthe-art literature survey is conducted on the system architecture, consensus algorithm, and multiagent platform, framework, and simulator. In addition, a distributed under-frequency load shedding scheme is proposed using the MAS. Simulation results for a case study are presented. The future of MASs is discussed in the conclusion.

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Section: Applications Of Massmentioning

confidence: 99%

“…However, in a real power grid, there are several categories of loads and a tradeoff is needed. One simple option for tradeoff is to shed loads closer to (12) provides a limited number of interfaces for the interactions. Therefore, after a tool is determined, options for other tools will be reduced.…”

Section: Case Studymentioning

confidence: 99%

Multi-agent systems and their applications

Xie

Liu

2017

Journal of International Council on Electrical Engineering

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“…It can be rational, agents always act in order to achieve its designed objectives and never to thwart its goals being achieved. Most importantly they can learn by themselves in order to acclimatize itself to fit its environment and to the desires of its users [20] [21]. From the literature it can be found many applications and those are briefly described in the next section.…”

Section: Application Of Mas In Power System (Other Than Restoration)mentioning

confidence: 99%

Multi Agent Based Power Distribution System Restoration—A Literature Survey

Jayasinghe¹,

Hemapala²

2015

EPE

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Multi agent system (MAS) is one of the most dominant research wings which consist of several agents who interact with each other to achieve a common objective. MAS has been developed for a wide range of applications in power systems. Power system restoration is a main application of that. Researchers present several architectures for fault identification, isolation and restoration of the power system. This paper presents a complete literature review on available architectures for power distribution restoration and future trends in MAS based power system restoration.

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“…In addition to the architectures for EMS, there are several applications of multi-agent simulations (MAS) in power grids [32], [33]. Nevertheless, they are addressing only limited aspects of power grids, e. g., physical aspects such as condition monitoring [34] and state estimation [35], or building EMS [36] and market simulations [37].…”

Section: Related Workmentioning

confidence: 99%

Organic Architecture for Energy Management and Smart Grids

Mauser

Hirsch

Kochanneck

et al. 2015

2015 IEEE International Conference on Autonomic Computing

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An unprecedented rise of renewable and distributed energy resources imposes unprecedented challenges in terms of complexity to power grids. Multitudes of devices are not only connected to the electricity grid but need appropriate information and communication technologies for proving their services. These devices ask for novel control mechanisms on different levels and regional scales. In this paper, we show how concepts from Organic Computing may support the controlled self-organization of the future smart grid. We propose a generic hierarchical architecture as a framework for various energy management systems. This architecture is able to reflect the physical power grid structure as well as the interdependencies of its stakeholders, user objectives, subsystems, and devices. It enables adaptive responses to changing objectives as well as disturbances in the system. Various simulations of systems based on the proposed architecture show the applicability of the proposed architecture to domains of energy management in smart grids.

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Practical applications of multi‐agent systems in electric power systems

Cited by 35 publications

References 67 publications

Multi-agent systems and their applications

Multi-agent systems and their applications

Multi Agent Based Power Distribution System Restoration—A Literature Survey

Organic Architecture for Energy Management and Smart Grids

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