Multi agent system: concepts, platforms and applications in power systems

Sujil, A.; Verma, Jatin; Kumar, Rajesh

doi:10.1007/s10462-016-9520-8

Cited by 44 publications

(12 citation statements)

References 152 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…MAS is a collection of agents working together with each other to achieve an overall objective [5]. An agent can be defined as a computer system with the ability to take critical decisions based on the scenario to improve its objective [6,7].…”

Section: Introductionmentioning

confidence: 99%

Multi-Agent Systems for Resource Allocation and Scheduling in a Smart Grid

Nair

Hossen

Campion

et al. 2018

Technol Econ Smart Grids Sustain Energy

View full text Add to dashboard Cite

With the increasing integration of Distributed Energy Resources (DER) in the power grid, a decentralized approach becomes essential for scheduling and allocation of resources in a smart grid. Economic Dispatch (ED) and Unit Commitment (UC) are the two major resource allocation problems that play critical role in the safe and stable operation of a grid system. The uncertainty associated with renewable energy sources have made the resource allocation problems even more challenging for grid operators. The future grid will have a higher generation mix of renewable energy sources and a large load of Electrical vehicles, with the possibility of bi-directional power flow. This complex smart grid system necessitates the development of a decentralized approach to resource allocation problem, which allows inter-node communication and decision making. Multi-agent systems (MAS) is a promising platform to decentralize the traditional centralized resource allocation aspects of smart grid. This paper presents a comprehensive literature review on the application of MAS to Economic Dispatch (ED) and Unit Commitment (UC) in smart grids.

show abstract

Section: Introductionmentioning

confidence: 99%

Multi-Agent Systems for Resource Allocation and Scheduling in a Smart Grid

Nair

Hossen

Campion

et al. 2018

Technol Econ Smart Grids Sustain Energy

View full text Add to dashboard Cite

show abstract

“…While the device failure protection aims to furnish backup fault location and isolation with device failure detection function under primary protection failure (which, after all, must be caused by failed devices such as communication, current transducer (CT) and CB) [1]. In recent years, the multi-agent-based approaches, especially, the decentralized ones, have gradually cut a striking figure regarding these above aspects [10].…”

Section: A Backgroundmentioning

confidence: 99%

A Fully Decentralized Multi-Agent Fault Location and Isolation for Distribution Networks With DGs

Zhang

et al. 2021

IEEE Access

View full text Add to dashboard Cite

The modern distribution automation suggests to enable decentralized self-healing of distribution networks using advance metering and controlling infrastructure. Decentralized fault location and isolation, as an essential and vital component of self-healing, has attracted considerable attention over the years. In this paper, an integrated fault location and isolation strategy based on fully decentralized multiagents system (FDMAS) is presented for distribution system with distributed generators (DGs) by combining the primary protection with device failure protection (i.e., backup protection). The proposed FDMAS strategy can locate and isolate electrical fault rapidly even under device failures with minimum fault clearance time and range by using expert logical rules, meanwhile can detect and identify device failure adaptively. Furthermore, a unified programming framework is developed for generalization and application of the proposed strategy. The simulation studies are carried out on 22-bus distribution system by using dynamic model test platform. The test results show that the proposed strategy has an excellent performance on fault clearance time, fault isolation range and device failure detection. INDEX TERMS Multi-agents, device failure protection, device failure detection, distribution networks.

show abstract

“…J Hu et al 15 presented a multi-agent-based modeling technology for simulating and operating a hierarchical energy management of a power distribution system. Sujil et al 16 provided a comprehensive survey on the power system applications in which MAS technique has been applied. In supply chains management, F Ameri and C McArthur 17 and M Miranbeigi et al 18 used the multiagent technology.…”

Section: Literature Reviewmentioning

confidence: 99%

A multi-agent-based system for two-stage scheduling problem of offshore project

Han

Yang

et al. 2017

Advances in Mechanical Engineering

View full text Add to dashboard Cite

Aimed at enhancing the effectiveness and efficiency for offshore project scheduling, the mathematical model of two-stage scheduling is proposed according to the offshore project characteristics discussed in this article, which is used to solve the scheduling problem of large-scale and complex project. Regarding the two-stage scheduling, a system framework with multi-agent technology is presented to facilitate the integration and cooperation of offshore project scheduling. Next, the functional definition and internal structure of each intelligent agent is designed. Moreover, two kinds of intelligent algorithms have been designed to solve the resource conflicts and task assignment, respectively. Finally, the prototype system is developed to test the feasibility and rationality.

show abstract

Multi agent system: concepts, platforms and applications in power systems

Cited by 44 publications

References 152 publications

Multi-Agent Systems for Resource Allocation and Scheduling in a Smart Grid

Multi-Agent Systems for Resource Allocation and Scheduling in a Smart Grid

A Fully Decentralized Multi-Agent Fault Location and Isolation for Distribution Networks With DGs

A multi-agent-based system for two-stage scheduling problem of offshore project

Contact Info

Product

Resources

About