Model reference adaptive fuzzy control of a shunt active power filter

Model reference adaptive fuzzy control (MRAFC) is proposed to control the active power filter (APF) and model the APF system caused by nonlinear characteristics, variable parameters and external interferences. T-S fuzzy theory is utilized on the approximation of nonlinear model and the current tracking control. APF system based on MRAFC can be guaranteed to be asymptotical stable. Simulation results are included to confirm the effectiveness of the proposed controller and comparisons with APF system based on model reference adaptive control (MRAC) demonstrate that MRAFC method is capable of reducing the modeling error and tracking reference current signal accurately. Moreover, APF based on the proposed method shows the dynamic and static control performance of stronger robustness, better suitability and higher accuracy than the one based on MRAC modus.

[1]  Juntao Fei,et al.  Adaptive Current Control with PI-Fuzzy Compound Controller for Shunt Active Power Filter , 2013 .

[2]  Quoc-Nam Trinh,et al.  An Advanced Current Control Strategy for Three-Phase Shunt Active Power Filters , 2013, IEEE Trans. Ind. Electron..

[3]  Ligang Wu,et al.  Sensor Networks With Random Link Failures: Distributed Filtering for T–S Fuzzy Systems , 2013, IEEE Transactions on Industrial Informatics.

[4]  Chen Chen,et al.  Robust Deadbeat Control Scheme for a Hybrid APF With Resetting Filter and ADALINE-Based Harmonic Estimation Algorithm , 2011, IEEE Transactions on Industrial Electronics.

[5]  Abdellatif Miraoui,et al.  Current Harmonic Compensation by a Single-Phase Shunt Active Power Filter Controlled by Adaptive Neural Filtering , 2009, IEEE Transactions on Industrial Electronics.

[6]  Asheesh K. Singh,et al.  Approximated fuzzy logic controlled shunt active power filter for improved power quality , 2013, Expert Syst. J. Knowl. Eng..

[7]  John Shen,et al.  Double Closed-Loop Control Method for Injection-Type Hybrid Active Power Filter , 2011, IEEE Transactions on Power Electronics.

[8]  S Masjedi,et al.  Improved shunt APF based on using adaptive RBF neural network and modified hysteresis current control , 2010, SPEEDAM 2010.

[9]  Marcelo Lobo Heldwein,et al.  Active Power Filter Control Strategy With Implicit Closed-Loop Current Control and Resonant Controller , 2013, IEEE Transactions on Industrial Electronics.

[10]  P. Salmeron,et al.  Analysis and design of different control strategies of hybrid active power filter based on the state model , 2012 .

[11]  Miao Chen,et al.  Control and Performance of a Cascaded Shunt Active Power Filter for Aircraft Electric Power System , 2012, IEEE Transactions on Industrial Electronics.

[12]  Om P. Malik,et al.  Power System Stabilizer Based on Model Reference Adaptive Fuzzy Control , 2005 .

[13]  Li Yi-qi.  Hysteresis Current Fuzzy Control Strategy for APF , 2012 .

[14]  M. Castilla,et al.  Feedback Linearization of a Single-Phase Active Power Filter via Sliding Mode Control , 2008, IEEE Transactions on Power Electronics.

[15]  M. Kadjoudj,et al.  Fuzzy approximation-based model reference adaptive control of nonlinear systems , 2003, Proceedings of 2003 IEEE Conference on Control Applications, 2003. CCA 2003..

[16]  Donald T. Gavel,et al.  Decentralized adaptive control: structural conditions for stability , 1989 .

[17]  Barry W. Williams,et al.  Harmonic compensation of a six-pulse current source controlled converter using neural network-based shunt active power filter , 2012 .

[18]  Avik Bhattacharya,et al.  A Shunt Active Power Filter With Enhanced Performance Using ANN-Based Predictive and Adaptive Controllers , 2011, IEEE Transactions on Industrial Electronics.

[19]  Jie Wang,et al.  Application of Fuzzy Control in Harmonic Detecting and Current Control of APF , 2012 .

[20]  Hirofumi Akagi,et al.  Instantaneous Reactive Power Compensators Comprising Switching Devices without Energy Storage Components , 1984, IEEE Transactions on Industry Applications.

[21]  S. Mishra,et al.  TS-fuzzy controlled active power filter for load compensation , 2006, 2006 IEEE Power Engineering Society General Meeting.

[22]  Ming-Ji Yang,et al.  Model Reference Adaptive Control Design for a Shunt Active Power Filter System , 2006, IECON 2006 - 32nd Annual Conference on IEEE Industrial Electronics.

[23]  Prasad Enjeti,et al.  A new hybrid active power filter (APF) topology , 2002 .