Comparison Analysis of FIR, ARX, ARMAX by Least-Squares Estimation of the Temperature Variations of a Pasteurization Process

Producción científica: Libro o Capítulo del libro Contribución a la conferenciarevisión exhaustiva

16 Citas (Scopus)

Resumen

This research shows the control of the pasteurization process in the dairy industry to obtain milk derivatives, which consists of applying heat at a certain temperature, obtaining the elimination of microorganisms, the preservation of nutrients, and product quality, however, when the temperature is exceeded, these benefits are lost. In addition, the PT-100 sensor was used to obtain a quick response and actuate a 2W-0.25-08 solenoid to avoid exceeding 62.8 C°. The development of the project shows the application of a microcontroller that obtained 3 types of samples of 430 data where the instability of the system was observed, so the FIR, ARX, and ARMAX methods were used to see the comparison of these and to be able to choose the most efficient for the process using the MatLab program. It was obtained that the ARMAX method is more effective for temperature control since it allows a fast signal from the sensor to the actuator. In conclusion, applying control with the ARMAX method will prevent the dairy company from exceeding the pasteurization temperature and thus obtain a quality product.

Idioma originalInglés estadounidense
Título de la publicación alojada2021 IEEE 12th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2021
EditoresRajashree Paul
EditorialInstitute of Electrical and Electronics Engineers Inc.
Páginas699-704
-6
ISBN (versión digital)9781665406901
DOI
EstadoIndizado - 2021
Evento12th IEEE Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2021 - New York, Estados Unidos
Duración: 1 dic. 20214 dic. 2021

Serie de la publicación

Nombre2021 IEEE 12th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2021

Conferencia

Conferencia12th IEEE Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2021
País/TerritorioEstados Unidos
CiudadNew York
Período1/12/214/12/21

Nota bibliográfica

Publisher Copyright:
© 2021 IEEE.

Huella

Profundice en los temas de investigación de 'Comparison Analysis of FIR, ARX, ARMAX by Least-Squares Estimation of the Temperature Variations of a Pasteurization Process'. En conjunto forman una huella única.

Citar esto