학술논문

Modeling and simulating solar and renewable energy systems using artificial intelligence
Document Type
Conference
Source
2023 10th International Conference on Modern Power Systems (MPS) Modern Power Systems (MPS), 2023 10th International Conference on. :01-08 Jun, 2023
Subject
Power, Energy and Industry Applications
Renewable energy sources
Analytical models
Production
Solar energy
Predictive models
Data models
Real-time systems
own technical consumptiont
artificial intelligence (AI)
technological contour
smart grid
multicriteria optimization
operation performance forecast
Language
Abstract
This paper explores how artificial intelligence can be used to model and simulate renewable solar energy systems. With the expansion of the use of renewable energy, solar energy systems have become a popular and promising option for electricity generation. However, modeling and simulating these systems can be difficult and expensive. Therefore, this paper analyzes the use of artificial intelligence to improve the process of modeling and simulating renewable solar energy systems. It presents the basic principles of renewable solar energy systems and artificial intelligence, as well as the algorithms and techniques used for modeling and simulating these systems. In addition, the paper focuses on data collection and processing, and the results obtained through simulations are analyzed and compared with other electric power generation systems. The conclusions drawn in this paper suggest that the use of artificial intelligence can improve the performance of renewable solar energy systems and reduce the costs and effort required for modeling and simulating these systems.