A Robust Inductance Estimation Method at Standstill Considering Magnetic Saturation
- 23 December 2024
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Transportation Electrification
- Vol. 11 (2) , 6988-7001
Abstract
This article presents a seamless dq-axis inductance measurement method for permanent magnet (PM) motor drives at start-up in milliseconds taking magnetic and cross-saturation effects into account. The proposed method deploys a machine model that incorporates these saturation effects and high-frequency injection (HFI) to generate a 3-D/2-D mapping of inductances across all operating regions. Additionally, a unique current sequence injection is introduced for electric vehicles (EVs) and industrial applications where locking the rotor is not feasible. This injection method ensures that the resultant torques keep the rotor stationary throughout the estimation process. Further, the proposed method effectively mitigates the impact of inverter nonlinearity and digital delay on inductance estimation, a topic that is further elaborated upon. Additionally, the proposed offline method is extended to online type with or without the use of position sensor in the application. Experimental validation is conducted on different motors, demonstrating the accuracy of the proposed strategy in estimating the d-q inductances without the need to physically lock the rotor.Keywords
Funding Information
- TxACE and Texas Instruments Inc.
This publication has 43 references indexed in Scilit:
- Application of Deep Learning in Parameter Estimation of Permanent Magnet Synchronous MachinesIEEE Access, 2024
- A Robust Method for Estimation of Inductances at Standstill Considering Magnetic Saturation2023
- Improved ROGI-FLL-Based Sensorless Model Predictive Current Control With MRAS Parameter Identification for SPMSM DrivesIEEE Journal of Emerging and Selected Topics in Power Electronics, 2022
- An Improved Pulse Voltage Injection Based Initial Rotor Position Estimation Method for PMSMIEEE Access, 2021
- Phase Inductance and Rotor Position Estimation for Sensorless Permanent Magnet Synchronous Machine Drives at StandstillIEEE Access, 2021
- SPMSMs HFI Based Self-Sensing Using Intentional Magnetic SaturationIEEE Access, 2020
- A Robust and Practical Approach to Estimate the Number of Shorted Turns in PMSM With ITSC FaultsIEEE Journal of Emerging and Selected Topics in Power Electronics, 2020
- Recent Advances in Sensorless Drive of Interior Permanent-Magnet Motor Based on Pulsating Signal InjectionIEEE Journal of Emerging and Selected Topics in Power Electronics, 2020
- Self‐commissioning of flux linkage curves of synchronous reluctance machines in quasi‐standstill conditionIET Electric Power Applications, 2015
- Identification of machine parameters of a synchronous motor2004