Smart IOT and ML Based Vaccine Storage System

  • Bhushan S Kumbhar Sharad Institute of Technology College of Engineering,Yadrav.
  • Mayuri R Pawar Sharad Institute of Technology College of Engineering,Yadrav.
  • Dipam S Kakade Sharad Institute of Technology College of Engineering,Yadrav.
  • Avesahemad SN Husainy Sharad Institute of Technology College of Engineering,Yadrav.

Abstract

 In this system, we employ IOT and ML as much as they can monitor the storage system. A smart ML and IOT based vaccine storage system is designed to monitor all parameters which are required to store the vaccines.  The real-time data, plotted graphs, and predicted data are all displayed on smartphones and desktops. The GPS technology is offered to pinpoint the system's exact location. Every characteristic, including temperature and humidity, is monitored by a sensor. The PCM is used to store vaccines for prolong cooling when power is cut-off. According to a WHO report, the majority of vaccinations, including those for Diphtheria, Tetanus, Pertussis, Hepatitis A, Hepatitis B, Hib, Influenza, Meningococcal, and Pneumococcus, must be stored at temperatures between 2 and 8 degrees Celsius[1]. Because vaccines are expensive and scarce, their effectiveness is lost when they are stored above or below the appropriate temperature. This results in financial loss. Vaccines are extremely sensitive to the humidity and temperature of their environment. Therefore, even a small change in the ambient temperature has a significant impact on the shelf life and effectiveness of vaccines.

References

1. Hu H, Xu J, Liu M. Vaccine supply chain management: An intelligent system utilizing blockchain, IoT and
machine learning. Journal of Business Research 2023; 156: 113-480.
2. Hanson CM, George AM, Sawadogo A. Is freezing in the vaccine cold chain an ongoing issue? A literature
review. Vaccine 2017; 35(17): 2127-2133.
3. Fulzele P, Kumbhare A, Mangde A. An IoT enabled convenient vaccine cold box for biomedicaluse. European Journal of Molecular & Clinical Medicine 2020; 7(07): 2020.
4. Izikki K, El Alami J, Hlyal M. The use of the internet of things in the cold chain logistics for a better vaccine
transportation: A state of the art. In Proceedings of the 4th International Conference on Innovative Research in
Science Engineering and Technology, Milan, Italy (pp.
7-9) 2021.
5. Hanson CM, George AM, Sawadogo A. Is freezing in the vaccine cold chain an ongoing issue? A literature
review. Vaccine 2017; 35(17): 2127-2133.
Published
2023-08-05
How to Cite
KUMBHAR, Bhushan S et al. Smart IOT and ML Based Vaccine Storage System. Journal of Advanced Research in Embedded System, [S.l.], v. 10, n. 1, p. 14-17, aug. 2023. ISSN 2395-3802. Available at: <https://thejournalshouse.com/index.php/ADR-Journal-Embedded-Systems/article/view/771>. Date accessed: 20 july 2024.