Coupling AI in Electricity Markets
A special issue of Energies (ISSN 1996-1073). This special issue belongs to the section "C: Energy Economics and Policy".
Deadline for manuscript submissions: 28 February 2025 | Viewed by 721
Special Issue Editors
Interests: electricity market and integration of renewable energy; artificial intelligence technology and its application in energy systems
Interests: robust distributed coordination and control; specifically in the context of smart electric distribution networks; smart grids; user-centric energy systems; smart metering; distributed control; robust system design; sustainability; multi-energy systems; infrastructure interdependencies and dependability modelling; all in a context of energy and data infrastructures
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Electricity markets are key areas for achieving the energy transition and low-carbon development of smart grids, as well as being important application areas for artificial intelligence (AI) technologies. With the widespread integration of renewable energy, distributed generation, participation of users in demand response programs, electric vehicles, energy storage systems and other new power devices, the complexity and uncertainty of power systems are increasing, posing higher requirements for the operation mechanisms of electricity markets.
AI is widely considered to be a powerful technology that can effectively process the massive data in electricity markets, improve the efficiency and reliability of electricity markets, and foster the innovation and transformation of electricity markets. Work has shown that advanced AI technologies, such as federated learning, reinforcement learning, deep learning, deep reinforcement learning, graph neural networks, attention mechanisms, etc., provide workable solutions in various market scenarios and obtain promising results. How to explore and exploit the power of AI further to improve the performance and resilience of electricity markets remains an important and exciting research direction.
This Special Issue welcomes various papers related to “AI + electricity markets”, including but not limited to the following topics:
- AI applications in electricity market forecasting, scheduling, optimization, and control;
- AI applications in electricity market security, stability, and fault diagnosis;
- AI applications in electricity market demand response, distributed energy, and energy storage;
- AI applications in electricity market trading, pricing, and market design;
- AI applications in electricity market regulation, policy, and social impact;
- AI applications in the electricity market: new modes, new formats, and new technologies;
Dr. Zhifeng Qiu
Prof. Dr. Geert Deconinck
Guest Editors
Manuscript Submission Information
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Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Energies is an international peer-reviewed open access semimonthly journal published by MDPI.
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Keywords
- electricity market
- artificial intelligence
- AI applications
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