Intelligent agent orchestration for climate-resilient energy systems: Autonomous management of renewable integration and distributed resources

Achieving aggressive greenhouse gas emission goals necessitates a radical change in our energy systems towards a swift transition towards renewable energy sources (RES) and distributed energy resources (DERs) diffusion. However, the intermittent nature of RES and decentralized characteristics of DERs pose challenges in the context of grid stability, efficiency of optimising energy consumption, and increasing climate resilience against weather-related effects. This article proposes a distributed multi-agent system (MAS) architecture for next-generation energy systems’ smart management with the aim of enhancing climate resilience by means of autonomous RES and DERs integration. Smart agents for different energy assets like solar farms, wind farms, battery storage, electric vehicles, microgrids, and demand response aggregators will be part of MAS. These agents will work together independently to forecast energy demand and supply under various climatic conditions, perform local energy control optimization, enhance grid stability under climate stresses, and allow high integration of RES. The proposed MAS is expected to aid in developing more sustainable, resilient, and climate-resilient energy systems by virtue of support from distributed intelligence and adaptive control methods. A simulation case study, focusing on the Greek energy sector and its susceptibility to climate effects, will show the effectiveness of the suggested MAS in enhancing energy system resilience as well as renewable energy optimization.

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Publication Details

Journal
E3S Web of Conferences
Published
2025-01-01
DOI
https://doi.org/10.1051/e3sconf/202563802009
Primary Topic
Smart Grid Energy Management
Type
article
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article

Intelligent agent orchestration for climate-resilient energy systems: Autonomous management of renewable integration and distributed resources

Kalliopi Kravari, Michail Chalaris, Anna Thysiadou, Maria Roussi et al.
E3S Web of Conferences
Smart Grid Energy Management
article

Intelligent agent orchestration for climate-resilient energy systems: Autonomous management of renewable integration and distributed resources

Kalliopi Kravari, Michail Chalaris, Anna Thysiadou, Maria Roussi, Kalliopil Ladomenou
article en

Abstract

Achieving aggressive greenhouse gas emission goals necessitates a radical change in our energy systems towards a swift transition towards renewable energy sources (RES) and distributed energy resources (DERs) diffusion. However, the intermittent nature of RES and decentralized characteristics of DERs pose challenges in the context of grid stability, efficiency of optimising energy consumption, and increasing climate resilience against weather-related effects. This article proposes a distributed multi-agent system (MAS) architecture for next-generation energy systems’ smart management with the aim of enhancing climate resilience by means of autonomous RES and DERs integration. Smart agents for different energy assets like solar farms, wind farms, battery storage, electric vehicles, microgrids, and demand response aggregators will be part of MAS. These agents will work together independently to forecast energy demand and supply under various climatic conditions, perform local energy control optimization, enhance grid stability under climate stresses, and allow high integration of RES. The proposed MAS is expected to aid in developing more sustainable, resilient, and climate-resilient energy systems by virtue of support from distributed intelligence and adaptive control methods. A simulation case study, focusing on the Greek energy sector and its susceptibility to climate effects, will show the effectiveness of the suggested MAS in enhancing energy system resilience as well as renewable energy optimization.

E3S Web of ConferencesVol. 638
Democritus University of Thrace (GR)
Climate action
Openalex Percentile: Top 82%
Smart Grid Energy Management
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Intelligent agent orchestration for climate-resilient energy systems: Autonomous management of renewable integration and distributed resources — Kalliopi Kravari, Michail Chalaris, et al. · E3S Web of Conferences (2025) | TGRS Research Map | TGRS