Sep 11, 2024 ¡¤ This paper proposes a profit driven strategy for scheduling of resources associated with VPP during peak load demand in competitive electricity market

Mar 19, 2024 ¡¤ Advanced optimization techniques empower VPPs to operate efficiently, adapt to changing conditions, and contribute to a more sustainable energy future.

Mar 1, 2024 ¡¤ Optimal participation of a virtual power plant in electricity market considering renewable energy: a deep learning-based approach. Sustain Energy Grids Netw ...

Aug 27, 2024 ¡¤ Virtual power plants (VPPs) represent a pivotal evolution in power system management, offering dynamic solutions to the challenges of renewable energy ...

Jun 7, 2024 ¡¤ This paper presents a tri-level hierarchical coordinated operational framework of VPP. Firstly, an Improved Pelican Optimization Algorithm (IPOA) is introduced.

Nov 6, 2023 ¡¤ Dive into the world of AI and Machine Learning in Virtual Power Plants, understanding how these technologies optimize energy distribution and consumption.

Jul 16, 2024 ¡¤ These machine learning algorithms offer robust solutions for accurate and reliable solar power generation forecasting. By incorporating machine learning-based ...

Jul 24, 2024 ¡¤ This research aims to enhance the efficiency of solar power generation systems in a smart grid context using machine learning hybrid models.

May 26, 2024 ¡¤ The primary benefits of VPPs include increased flexibility in power generation, heightened energy efficiency, and improved grid stability through real-time ...

Feb 9, 2024 ¡¤ An AI-driven VPP can create predictive models based on probabilities of potential future outcomes. This will allow it to effectively respond to price signals in ...