Revolutionizing Renewable Energy Networks through Blockchain and AI-Driven Demand Forecasting
The transition to renewable energy is essential for achieving a sustainable future, but the decentralized and intermittent nature of renewable resources poses significant challenges for energy management. This paper introduces a novel framework that leverages blockchain technology to enable secure and transparent energy trading while employing artificial intelligence (AI) techniques for demand forecasting. By integrating blockchain with a deep learning-based forecasting model, we aim to optimize energy distribution, reduce grid inefficiencies, and ensure a stable power supply. Our simulations on real-world renewable energy datasets demonstrate significant improvements in predictive accuracy and system reliability compared to conventional energy management solutions.
Publication Details
- Journal
- Figshare
- Published
- 2024-09-09
- DOI
- https://doi.org/10.6084/m9.figshare.26972386
- Primary Topic
- Energy Load and Power Forecasting
- Type
- article
- Field-Weighted Citation Impact
- 0.00