Monitoring and Control of COVID Vaccine Storage Temperature Using IoT and Machine Learning
Royam Jain, Suresh Kumar Gawre · 2022
Corona virus (COVID-19) is an infectious disease caused by the SARS-CoV-2 virus. Till now, vaccination is the most effective way of fighting this pandemic of COVID-19. This paper proposes a system which will monitor and control the temperature of the vaccine storage rooms. Here an Internet of things and Machine Learning system has been developed which will measure the real time temperature of the room and will control the temperature automatically. It will try to keep the temperature in the given region, it will predict the temperature of next twenty minutes with the help of Machine learning algorithm-linear regression, it will watch for an anomaly using Z-score analysis, it will also watch if the temperature crosses upper or lower threshold. If any of the above abnormality is detected, we will get notified online through a message, the system will maintain the temperature and the workers will also get alarmed by a led and a buzzer which will work different for each significant case.