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Topic Title：
AI in Energy System Applications
Submission Deadline:
30 November 2023
Topic Editors:
Dr. Hamed Hashemi-Dezaki, University of Kashan, Iran
Dr. Ali Karimi, University of Kashan, Iran
Dr. Bo Yang, Kunming University of Science and Technology, China
Dr. Dongran Song, Central South University, China
Dr. Ali Khosravi, University of Southern Denmark, Denmark
Dr. Mohamed Talaat, Zagazig University, Egypt
Summary:
Artificial intelligence (AI) is a key enabler in transforming the energy sector, particularly with the emergence of smart grids that integrate renewable energy sources, distributed generations (DGs), energy storage systems, and other concepts, like demand response. AI can help optimize the operation and management of smart grids and energy systems by leveraging data from sensors, meters, devices, and users. AI can also support the innovation and design of new energy materials and devices, automate complex energy processes and systems, and provide insights into the human and social aspects of energy use and policy. However, applying AI to energy also poses some technical and ethical challenges, such as ensuring data quality and availability, validating and verifying AI models and solutions, balancing trade-offs between performance and explainability, and ensuring fairness, accountability, and transparency of AI decisions and impacts.
This special issue aims to showcase the latest research progress and innovations in the cross-disciplinary area of AI and energy, focusing on the applications of AI to smart grids, energy systems, power systems, and related topics, such as Internet-of-Things (IoT), machine learning, deep learning, smart metering, smart buildings, smart cities, microgrids, distributed energy resources (DERs), electric vehicles (EVs), cyberphysical systems (CPSs), and cyber-security. The special issue welcomes original research articles, short communications, perspective articles, and review articles that demonstrate the potential and impact of AI in various domains of energy systems and smart grids, such as planning, operation, control, optimization, protection, reliability, resilience, stability, forecasting, pricing, market design, customer engagement, and demand response. The special issue also encourages submissions that address the challenges and opportunities of applying AI to energy systems in the context of sustainable development goals.
Keywords:
1. Emerging trends and future directions for Artificial Intelligence (AI) in energy systems
2. Integration of artificial intelligence (AI) to energy systems
3. Internet of Things (IoT)
4. Data analytics
5. Machine learning (ML)
6. Deep learning (DL)
7. Smart grids
8. Microgrids
9. Internet-of-Things (IoT)
10. Renewable energy
11. Energy efficiency
12. Energy forecasting
13. Energy optimization
14. Energy management
15. Energy policy
16. Decision-making under uncertainty
17. Electric vehicles
18. Artificial neural networks (ANNS) and energy systems
19. Power market
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