An Inductor Current Observer Based on Improved EKF for DC/DC Converter

In order to reduce the voltage noise caused by Electromagnetic Interference (EMI), and eliminate the steady state error caused by load changes, a inductor current observer based on an improved Extended Kalman Filter (EKF) has been proposed. First, the current observer and EKF are introduced, and then the improved EKF with load estimation algorithm is proposed. The actual load can be estimated according to the output voltage of the improved EKF, the inductor current and the PWM duty ratio. Thereby the EKF parameters can be updated in real time, so that the inductor current can be accurately estimated by the current observer. Finally, the proposed current observer is verified by experiment. When the load disturbance happens, the experimental results show that the improved EKF can efficiently filter out the output voltage noise caused by EMI and guarantee the DC/DC converter output voltage accuracy.

[1]  Shu Wang,et al.  Explicit Model Predictive Control of DC–DC Switched-Mode Power Supplies With Extended Kalman Filtering , 2009, IEEE Transactions on Industrial Electronics.

[2]  Marian K. Kazimierczuk,et al.  Open-loop power-stage transfer functions relevant to current-mode control of boost PWM converter operating in CCM , 2005, IEEE Transactions on Circuits and Systems I: Regular Papers.

[3]  Helen Liu,et al.  Digital Average Current-Mode Control of PWM DC–DC Converters Without Current Sensors , 2010, IEEE Transactions on Industrial Electronics.

[4]  M. Kazimierczuk,et al.  Control current and relative stability of peak current-mode controlled pulse-width modulated dc-dc converters without slope compensation , 2010 .

[5]  Qiaoling Tong,et al.  Sensorless Predictive Peak Current Control for Boost Converter Using Comprehensive Compensation Strategy , 2014, IEEE Transactions on Industrial Electronics.

[6]  Wai Tung Ng,et al.  Sensorless Digital Peak Current Controller for Low-Power DC-DC SMPS Based on a Bi-Directional Delay Line , 2007, 2007 IEEE Power Electronics Specialists Conference.

[7]  Mummadi Veerachary,et al.  Design of Robust Digital Stabilizing Controller for Fourth-Order Boost DC–DC Converter: A Quantitative Feedback Theory Approach , 2012, IEEE Transactions on Industrial Electronics.

[8]  Jian Sun,et al.  Comparative Performance Evaluation of Current-Mode Control Schemes Adapted to Asymmetrically Driven Bridge-Type Pulsewidth Modulated DC-to-DC Converters , 2008, IEEE Transactions on Industrial Electronics.

[9]  P. Mattavelli Digital control of DC-DC boost converters with inductor current estimation , 2004, Nineteenth Annual IEEE Applied Power Electronics Conference and Exposition, 2004. APEC '04..

[10]  Stéphane Bibian,et al.  High performance predictive dead-beat digital controller for DC power supplies , 2001, APEC 2001. Sixteenth Annual IEEE Applied Power Electronics Conference and Exposition (Cat. No.01CH37181).

[11]  Aleksandar Prodic,et al.  Predictive digital current programmed control , 2003 .