earticle

영어

This study proposes a smart camera system for detecting fires in Building-Integrated Photovoltaic (BIPV) systems. Traditional fire detection methods, such as smoke detectors, temperature sensors, thermal cameras, and videobased surveillance systems, each have specific advantages and disadvantages depending on the environment. However, due to the unique characteristics of BIPV systems, a more sophisticated and integrated detection system is required. In this study, we developed a smart camera system using an NVIDIA Jetson Orin Nano board, a YOLOv5 model, and a Lepton thermal camera to monitor and provide early warnings of fires in BIPV systems in real time. Experimental results across various environments demonstrated that the proposed system offers higher accuracy and reliability compared to existing methods.