Akka as a tool for modelling and managing a smart grid system

The article addresses big data processing challenges, fault tolerance, and consumer interaction in a smart grid network management system. It analyses the use of Akka for agent-based modelling of smart grid systems, which enables the creation of distributed, resilient systems that can efficiently scale and recover from failures. The article describes how the hierarchical structure of Akka actors can improve the management of disparate components within a smart grid system, allowing developers to create complex interaction and management models. The approach ensures multithreading and asynchronous operation, geographic distribution of management nodes, and enhanced system security, allowing the simulation of system hierarchy down to the level of the end device or user, which is crucial for overall system reliability.

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Publication Details

Journal
Journal of Edge Computing
Published
2025-05-03
DOI
https://doi.org/10.55056/jec.822
Citations
3
Primary Topic
Smart Grid Security and Resilience
Type
article
Field-Weighted Citation Impact
3.64
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article

Akka as a tool for modelling and managing a smart grid system

Oleksii Sirotkin, Ivan Puchko, Mykola Yaroshynskyi, Arsentii Prymushko et al.
3 citations
Journal of Edge Computing
Smart Grid Security and Resilience
3.64
article

Akka as a tool for modelling and managing a smart grid system

Oleksii Sirotkin, Ivan Puchko, Mykola Yaroshynskyi, Arsentii Prymushko, Dmytro Sinko
article en
3 citations

Abstract

The article addresses big data processing challenges, fault tolerance, and consumer interaction in a smart grid network management system. It analyses the use of Akka for agent-based modelling of smart grid systems, which enables the creation of distributed, resilient systems that can efficiently scale and recover from failures. The article describes how the hierarchical structure of Akka actors can improve the management of disparate components within a smart grid system, allowing developers to create complex interaction and management models. The approach ensures multithreading and asynchronous operation, geographic distribution of management nodes, and enhanced system security, allowing the simulation of system hierarchy down to the level of the end device or user, which is crucial for overall system reliability.

Journal of Edge ComputingVol. 4(1)
Pukhov Institute for Modelling in Energy Engineering (UA)
Openalex Percentile: Top 8%
Smart Grid Security and Resilience
3.64
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