Makale detayı · 2017
The Comparisons of Optimized Extended Kalman Filters for Speed-Sensorless Control of Induction Motors
- Yıl
- 2017
- Tür
- article
Veri kaynağı ayrımı
- YÖKSİS YÖKSİS makale kaydı
- YÖKSİS dergi adı IEEE Transactions on Industrial Electronics
- Katalog eşleşmesi (ISSN) IEEE Transactions on Industrial Electronics
- OpenAlex OpenAlex zenginleştirmesi (özet, atıf, konular)
Özet
OpenAlex · İngilizce
This paper presents the comparisons of optimized extended Kalman filters (EKFs) using different fitness functions for speed-sensorless vector control of induction motors (IMs). In order to achieve high performance estimations of states/parameter by EKF algorithm, state and noise covariance matrices must be accurately selected. For this aim, instead of using time-consuming trial-and-error method to determine those covariance matrices, in this paper EKF algorithm is optimized by differential evolution algorithm (DEA) and multi-objective DEA (MODEA) with the utilization of different fitness functions. The optimally obtained set of each covariance matrices is used in EKF algorithm built on the same IM model and thus, the estimation results of the optimized EKF algorithms are compared in real-time experiments in order to conclude which fitness function is better for motion control applications.
Konular
Atıflar
OpenAlex cited_by_count. WoS veya Scopus atıf sayısı değildir; o kaynaklar için ayrı kolon yoktur.
180 atıf
OpenAlex cited_by_count (önbellek / veritabanı)
Yerel katalogda bu makaleye atıf yapan 29 yayın (OpenAlex referans eşleşmesi; tam dünya listesi değildir).
- Adaptive Extended Kalman Filter for Speed-Sensorless Control of Induction Motors 2019
- A Comparative Study on Adaptive EKF Observers for State and Parameter Estimation of Induction Motor 2020
- A Review on Weighting Factor Design of Finite Control Set Model Predictive Control Strategies for AC Electric Drives 2024
- Design and Implementation of Hybrid Adaptive Extended Kalman Filter for State Estimation of Induction Motor 2022
- Improved speed and load torque estimations with adaptive fading extended Kalman filter 2021
- Improved speed and load torque estimations with adaptive fading extended Kalman filter 2021
- Improved speed and load torque estimations with adaptive fading extended Kalman filter 2021
- Improved speed and load torque estimations with adaptive fading extended Kalman filter 2021
- Improved speed and load torque estimations with adaptive fading extended Kalman filter 2021
- Adaptive Fading Extended Kalman Filter Based Speed-Sensorless Induction Motor Drive 2018