Adaptive Backstepping Fuzzy Neural Controller Based on Fuzzy Sliding Mode of Active Power Filter

作者: Yunmei Fang , Juntao Fei , Tengteng Wang

DOI: 10.1109/ACCESS.2020.2995755

关键词:

摘要: An adaptive backstepping fuzzy neural network (FNN) controller using a sliding mode is designed to suppress the harmonics and improve performance of shunt active power filter (APF). A method transforms APF system into series subsystems uses virtual control simplify design. FNN utilized approach nonlinear system. employed adjust gain compensate approximation error diminish chattering. The weights parameters are adjusted in real-time guarantee asymptotic stability Simulation experiemental studies indicate validitiy proposed method, demonstrating good compensation strong robustness.

参考文章(23)
Papan Dey, Saad Mekhilef, Shunt hybrid active power filter under nonideal voltage based on fuzzy logic controller International Journal of Electronics. ,vol. 103, pp. 1580- 1592 ,(2016) , 10.1080/00207217.2016.1138515
Soumya Ranjan Mohapatra, Pravat Kumar Ray, Gooi Hoay Beng, A partial feedback linearization based control design and simulation for three phase shunt active power filter Measurement. ,vol. 91, pp. 288- 294 ,(2016) , 10.1016/J.MEASUREMENT.2016.05.075
Yingxue Hou, Shaocheng Tong, Command filter-based adaptive fuzzy backstepping control for a class of switched nonlinear systems Fuzzy Sets and Systems. ,vol. 314, pp. 46- 60 ,(2017) , 10.1016/J.FSS.2016.05.011
Nima Mahdian Dehkordi, Nasser Sadati, Mohsen Hamzeh, A Robust Backstepping High-Order Sliding Mode Control Strategy for Grid-Connected DG Units With Harmonic/Interharmonic Current Compensation Capability IEEE Transactions on Sustainable Energy. ,vol. 8, pp. 561- 572 ,(2017) , 10.1109/TSTE.2016.2611383
Syuan-Yi Chen, Cheng-Yan Lee, Compensatory fuzzy neural network control with dynamic parameters estimation for linear voice coil actuator Precision Engineering-journal of The International Societies for Precision Engineering and Nanotechnology. ,vol. 48, pp. 191- 202 ,(2017) , 10.1016/J.PRECISIONENG.2016.12.002
Wei He, Yiting Dong, Adaptive Fuzzy Neural Network Control for a Constrained Robot Using Impedance Learning IEEE Transactions on Neural Networks. ,vol. 29, pp. 1174- 1186 ,(2018) , 10.1109/TNNLS.2017.2665581
Weidong Jiang, Xingxing Ding, Youyuan Ni, Jinping Wang, Lei Wang, Weicheng Ma, An Improved Deadbeat Control for a Three-Phase Three-Line Active Power Filter With Current-Tracking Error Compensation IEEE Transactions on Power Electronics. ,vol. 33, pp. 2061- 2072 ,(2018) , 10.1109/TPEL.2017.2693325
Wajahat Ullah Khan Tareen, Saad Mekhielf, Three-Phase Transformerless Shunt Active Power Filter With Reduced Switch Count for Harmonic Compensation in Grid-Connected Applications IEEE Transactions on Power Electronics. ,vol. 33, pp. 4868- 4881 ,(2018) , 10.1109/TPEL.2017.2728602