TY - GEN
T1 - Comparison Analysis of FIR, ARX, ARMAX by Least-Squares Estimation of the Temperature Variations of a Pasteurization Process
AU - Del Carpio Ramirez, Sliver Ivan
AU - Zacarias, Jhon Rodrigo Ortiz
AU - Vazquez, Jalber Brayan Macuri
AU - Quijano, Sario Angel Chamorro
AU - Huamanchahua, Deyby
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021
Y1 - 2021
N2 - 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.
AB - 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.
KW - ARMAX
KW - ARX
KW - FIR
KW - Pasteurization
KW - Sensor
KW - Temperature control
UR - http://www.scopus.com/inward/record.url?scp=85125184047&partnerID=8YFLogxK
U2 - 10.1109/UEMCON53757.2021.9666649
DO - 10.1109/UEMCON53757.2021.9666649
M3 - Conference contribution
AN - SCOPUS:85125184047
T3 - 2021 IEEE 12th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2021
SP - 699
EP - 704
BT - 2021 IEEE 12th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2021
A2 - Paul, Rajashree
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 12th IEEE Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2021
Y2 - 1 December 2021 through 4 December 2021
ER -