TY - GEN
T1 - Sensor-less Speed Control of Ventilation System Using Extended Kalman Filter for High Performance
AU - Kumar, Prince
AU - Hati, Ananda Shankar
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021
Y1 - 2021
N2 - This research article corroborates an indirect field-oriented control (IFOC) with an Extended Kalman Filter (EKF) based sensor-less speed control of the ventilation system at a low and medium-speed operating range. The presented study aims to reduce the power consumption of the ventilation system due to variation in steady-state error, low-speed ripple, and computational time for the drive to enhance the system's overall performance. In this context, due to pure integral and derivatives, the low and medium-speed operation of IFOC is poor, so IFOC with EKF improves the overall system performance. The FOPI? control technique is used to optimise the proportional-integral gain of the speed and current controller for sensor-less speed control of the ventilation system. The proposed EKF speed observer with FOPI? controller increased the system's stability and performance in steady-state operation while also improving the ventilation drive's overall efficiency. The proposed method is implemented using the Lab VIEW interface on a digitalized 5.5 kW ventilation system.
AB - This research article corroborates an indirect field-oriented control (IFOC) with an Extended Kalman Filter (EKF) based sensor-less speed control of the ventilation system at a low and medium-speed operating range. The presented study aims to reduce the power consumption of the ventilation system due to variation in steady-state error, low-speed ripple, and computational time for the drive to enhance the system's overall performance. In this context, due to pure integral and derivatives, the low and medium-speed operation of IFOC is poor, so IFOC with EKF improves the overall system performance. The FOPI? control technique is used to optimise the proportional-integral gain of the speed and current controller for sensor-less speed control of the ventilation system. The proposed EKF speed observer with FOPI? controller increased the system's stability and performance in steady-state operation while also improving the ventilation drive's overall efficiency. The proposed method is implemented using the Lab VIEW interface on a digitalized 5.5 kW ventilation system.
KW - Extended Kalman Filter (EKF)
KW - Indirect Field Oriented (IFOC)
KW - Ventilation drive system
UR - http://www.scopus.com/inward/record.url?scp=85125074545&partnerID=8YFLogxK
U2 - 10.1109/UPCON52273.2021.9667633
DO - 10.1109/UPCON52273.2021.9667633
M3 - Conference contribution
AN - SCOPUS:85125074545
T3 - 2021 IEEE 8th Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2021
BT - 2021 IEEE 8th Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2021
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 8th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2021
Y2 - 11 November 2021 through 13 November 2021
ER -