Agent solar Power Generation System

What is a multi agent system?

Multi-Agent System (MAS) Efficiency: Multi-Agent Systems improve energy management flexibility and efficiency in hybrid microgrids via decentralized decision-making. Real-Time Energy Management: Real-time control ensures continuous monitoring and adapts to energy fluctuations, boosting resilience and reliability.

What is AI-based solar energy system?

The AI-based hybrid solar energy system integrates multiple integrated modules to enhance the decentralized energy management, energy conversion, and solar tracking. The system integrates CNN-LSTM solar irradiance forecasting, RL-based dual-axis tracking, and Edge AI for real-time applications to facilitate adaptive and efficient solar tracking.

Are low-voltage micro-grids suitable for multi-agent energy optimization?

The dynamic nature of Low-Voltage Micro-Grids (LVMGs) makes them ideal candidates for a multi-agent approach to energy optimization . Research has demonstrated that Multi-Agent Systems (MAS) are particularly effective in these settings, allowing autonomous agents to collaborate and optimize various aspects of the microgrid .

What is an agent in AI?

An agent is an autonomous entity able to perceive its environment, make decisions, and take actions to achieve specific goals or objectives. Agents can be software programs, robots, animals, or even humans, and they are a fundamental concept in the field of artificial intelligence (AI) and multi-agent systems .