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Showing posts with the label renewable energy

Sun Tracking System Using ML

  unplush Title: Sun Tracking System Using Raspberry Pi or ESP32 Camera Module and Machine Learning for Solar Panels Abstract: This hypothetical research paper presents a novel approach to design and implement a sun tracking system for solar panels using a Raspberry Pi or ESP32 camera module and machine learning techniques. The proposed system aims to optimize the energy output of solar panels by automatically adjusting their orientation to follow the movement of the sun throughout the day. The system utilizes computer vision algorithms based on a pre-trained machine learning model to detect the sun’s position in captured images and subsequently control a servo motor to align the solar panel optimally. unplush 1. Introduction: The growing demand for renewable energy sources has intensified the need for efficient solar energy harvesting. Sun tracking systems enhance the overall efficiency of solar panels by dynamically adjusting their orientation to face the sun directly. This paper...