Enhancing Energy Systems and Rural Communities through a System of Systems Approach: A Comprehensive Review
Open Access
Abstract
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.Keywords
Funding Information
- Italian Ministry for University and Research, PRIN 2022 (202248PWRY)
This publication has 156 references indexed in Scilit:
- A digital-twin and rapid optimization framework for optical design of indoor farming systemsComputational Mechanics, 2023
- When architecture meets AI: A deep reinforcement learning approach for system of systems designAdvanced Engineering Informatics, 2023
- Performance investigation of electric vehicle battery thermal management system using nano fluids as coolants on ANSYS CFX softwareEnergy Storage, 2022
- Behavior of bifacial and monofacial photovoltaic modules under partial shading scenariosInternational Journal of Energy Research, 2022
- A bilevel programming approach for real‐time pricing strategy of smart grid considering multi‐microgrids connectionInternational Journal of Energy Research, 2021
- Emissions trading systems for global low carbon energy and economic transformationApplied Energy, 2020
- Defect Suppression in Oriented 2D Perovskite Solar Cells with Efficiency over 18% via Rerouting Crystallization PathwayAdvanced Energy Materials, 2020
- System of systems uncertainty quantification using machine learning techniques with smart grid applicationSystems Engineering, 2020
- Water vapor effects on CO2 separation of amine‐containing facilitated transport membranes (AFTMs) module: mathematical modeling using tanks‐in‐series approachGreenhouse Gases: Science and Technology, 2020
- Quantifying the benefits of electric vehicles on the future electricity grid in the midwestern United StatesApplied Energy, 2020