info:eu-repo/semantics/bachelorThesis
Comparison Analysis of FIR, ARX, ARMAX by Least-Squares Estimation of the Temperature Variations of a Pasteurization Process
Fecha
2023Registro en:
Del Carpio, S., Ortiz, J., Macuri, J., Chamorro, S. y Huamanchahua, D. (2023). Comparison Analysis of FIR, ARX, ARMAX by Least-Squares Estimation of the Temperature Variations of a Pasteurization Process. Tesis para optar el título profesional de Ingeniero Mecatrónico, Escuela Académico Profesional de Ingeniería Mecatrónica, Universidad Continental, Huancayo, Perú.
2021 IEEE 12th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)
Autor
Del Carpio Ramirez, Sliver Ivan
Ortiz Zacarias, Jhon Rodrigo
Macuri Vasquez, Jalber Brayan
Chamorro Quijano, Sario Angel
Huamanchahua Canchanya, Deyby Maycol
Institución
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.