Artificial Neural Networks Revolutionize Solar Energy Tilt Angle Optimization
Tuesday, 20 August 2024, 00:30
Innovative Use of AI in Solar Energy
Artificial neural networks (ANNs) have emerged as a pioneering force in optimizing the optimal tilt angle (OTA) of photovoltaic (PV) systems. Through extensive testing of various machine-learning algorithms, researchers discovered significant enhancements in solar project performance across 37 Indian cities.
Significant Findings and Implications
The findings reveal improvement rates of up to 90% in energy generation efficiency, underscoring the potential of artificial intelligence to redefine solar implementation strategies.
- Enhanced Energy Generation: By accurately predicting the OTA, solar projects can maximize energy capture.
- Broader Applications: This technology is not confined to India and could influence global solar energy practices.
- Machine Learning Evolution: The research contributes to the growing body of evidence supporting AI's role in sustainable energy solutions.
This article was prepared using information from open sources in accordance with the principles of Ethical Policy. The editorial team is not responsible for absolute accuracy, as it relies on data from the sources referenced.