TY - GEN
T1 - Speed Motor and Temperature Controller for Coffee Roasting Machine Using PID
AU - Fauziyah, Mila
AU - Sakti, Setyawan Purnomo
AU - Muslim, Muhammad Aziz
AU - Rusli, Mochammad
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - Control techniques are used during the coffee roasting process to enhance the quality of roasted beans. The roasting machine features a drum and motor that rotates to prevent burning. The aim of this research is to design an efficient control system for a coffee roasting machine using PID methods to ensure consistent temperature and drum speed throughout the roasting process. By implementing both open-loop and closed-loop Ziegler-Nichols tuning, this study seeks to optimize machine performance for different roast levels, minimizing steady-state error (Ess) and improving the overall quality of roasted coffee beans. The process starts by heating the drum to 150 degrees Celsius, then adjusting the temperature to achieve the desired roast level. The PID control method is used to maintain consistent temperature and drum rotation speed. The Ziegler-Nichols open-loop tuning method provides the control parameters for temperature regulation, with Kp (33.99) and Ki (0.39). Meanwhile, the closed-loop Ziegler-Nichols method is applied for controlling drum speed, resulting in Kp (3.6), Ki (2.4), and Kd (1.35). Testing at different roast levels (light, medium, and dark) showed Ess values of 0.24 percent, 2.2 percent, and 0.067 percent, respectively. Additionally, during motor speed testing, the lowest Ess was 0.5 percent at 300 rpm. These findings validate the success of the PID and PI control methods in optimizing the coffee roasting machine’s performance, contributing to better quality roasted beans.
AB - Control techniques are used during the coffee roasting process to enhance the quality of roasted beans. The roasting machine features a drum and motor that rotates to prevent burning. The aim of this research is to design an efficient control system for a coffee roasting machine using PID methods to ensure consistent temperature and drum speed throughout the roasting process. By implementing both open-loop and closed-loop Ziegler-Nichols tuning, this study seeks to optimize machine performance for different roast levels, minimizing steady-state error (Ess) and improving the overall quality of roasted coffee beans. The process starts by heating the drum to 150 degrees Celsius, then adjusting the temperature to achieve the desired roast level. The PID control method is used to maintain consistent temperature and drum rotation speed. The Ziegler-Nichols open-loop tuning method provides the control parameters for temperature regulation, with Kp (33.99) and Ki (0.39). Meanwhile, the closed-loop Ziegler-Nichols method is applied for controlling drum speed, resulting in Kp (3.6), Ki (2.4), and Kd (1.35). Testing at different roast levels (light, medium, and dark) showed Ess values of 0.24 percent, 2.2 percent, and 0.067 percent, respectively. Additionally, during motor speed testing, the lowest Ess was 0.5 percent at 300 rpm. These findings validate the success of the PID and PI control methods in optimizing the coffee roasting machine’s performance, contributing to better quality roasted beans.
KW - PID
KW - Roasting
KW - Speed Motor
KW - Temperature
UR - https://www.scopus.com/pages/publications/85217556123
U2 - 10.1109/FORTEI-ICEE64706.2024.10824327
DO - 10.1109/FORTEI-ICEE64706.2024.10824327
M3 - Conference contribution
AN - SCOPUS:85217556123
T3 - Proceedings - 2024 FORTEI-International Conference on Electrical Engineering: Empowering Innovations : Navigating The Future Of Semiconductor Industry, FORTEI-ICEE 2024
SP - 284
EP - 288
BT - Proceedings - 2024 FORTEI-International Conference on Electrical Engineering
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 3rd FORTEI-International Conference on Electrical Engineering, FORTEI-ICEE 2024
Y2 - 24 October 2024 through 25 October 2024
ER -