Enhancing Energy Systems and Rural Communities through a System of Systems Approach: A Comprehensive Review

Today’s increasingly complex energy systems require innovative approaches to integrate and optimize different energy sources and technologies. In this paper, we explore the system of systems (SoS) approach, which provides a comprehensive framework for improving energy systems’ interoperability, effi...

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Vydáno v:Energies (Basel) Ročník 17; číslo 19; s. 4988
Hlavní autoři: Soussi, Abdellatif, Zero, Enrico, Bozzi, Alessandro, Sacile, Roberto
Médium: Journal Article
Jazyk:angličtina
Vydáno: Basel MDPI AG 01.10.2024
Témata:
Algorithms
Alternative energy sources
Analysis
Artificial intelligence
Collaboration
Design optimization
Electric power systems
Electric vehicles
energy control
Energy industry
energy optimization
Energy resources
Energy storage
energy systems
Engineering
Environmental aspects
Innovations
Italy
Keywords
Machine learning
Oil recovery
Renewable resources
Science
Software
Sparsely populated areas
Sustainable development
system of systems
Technological change
Trends
Italy
ISSN:1996-1073, 1996-1073
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Shrnutí:Today’s increasingly complex energy systems require innovative approaches to integrate and optimize different energy sources and technologies. In this paper, we explore the system of systems (SoS) approach, which provides a comprehensive framework for improving energy systems’ interoperability, efficiency, and resilience. By examining recent advances in various sectors, including photovoltaic systems, electric vehicles, energy storage, renewable energy, smart cities, and rural communities, this study highlights the essential role of SoSs in addressing the challenges of the energy transition. The principal areas of interest include the integration of advanced control algorithms and machine learning techniques and the development of robust communication networks to manage interactions between interconnected subsystems. This study also identifies significant challenges associated with large-scale SoS implementation, such as real-time data processing, decision-making complexity, and the need for harmonized regulatory frameworks. This study outlines future directions for improving the intelligence and autonomy of energy subsystems, which are essential for achieving a sustainable, resilient, and adaptive energy infrastructure.
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ISSN:1996-1073
1996-1073
DOI:10.3390/en17194988