Design of Adaptive Fuzzy-Neural-Network-Imitating Sliding-Mode Control for Parallel-Inverter System in Islanded Micro-Grid
作者： Yan Yang , Rong-Jong Wai
DOI: 10.1109/ACCESS.2021.3071832
关键词:
摘要: In this study, an adaptive fuzzy-neural-network-imitating sliding-mode control (AFNNISMC) is developed for a parallel-inverter system in islanded micro-grid (MG) via master-slave current sharing strategy. For ensuring the system-level stability, entire dynamic model constructed by viewing as whole. First, total (TSMC) scheme, and TSMC plus observer to form (ATSMC) framework are designed system. Then, four-layer fuzzy neural network (FNN) investigated imitate law improve robustness, overcome drawback of dependence on detailed dynamics, deal with chattering phenomena caused TSMC. According Lyapunov stability theorem projection algorithm, parameters FNN regulated online employing approximation error between ensure convergence Thereby, performance high power quality high-precision inverters can be guaranteed even if uncertainties exist. Moreover, proposed AFNNISMC achieve seamless disconnection re-connection slave from into energized system, which improves redundancy operation flexibility. addition, numerical simulations experimental results given demonstrate feasibility effectiveness scheme. Furthermore, comparisons ATSMC strategy conventional proportional-integral (PIC) provided verify superiority
sci-hub.st 参考文章(25)
Dan Wu, Fen Tang, Tomislav Dragicevic, Juan C. Vasquez, Josep M. Guerrero, A Control Architecture to Coordinate Renewable Energy Sources and Energy Storage Systems in Islanded Microgrids IEEE Transactions on Smart Grid. ,vol. 6, pp. 1156- 1166 ,(2015) , 10.1109/TSG.2014.2377018
Chi Zhang, Josep Guerrero, Juan Vasquez, Ernane Coelho, Control Architecture for Parallel-Connected Inverters in Uninterruptible Power Systems IEEE Transactions on Power Electronics. ,vol. 31, pp. 5176- 5188 ,(2016) , 10.1109/TPEL.2015.2481480
Zeng Liu, Jinjun Liu, Xueyu Hou, Qingyun Dou, Danhong Xue, Teng Liu, Output Impedance Modeling and Stability Prediction of Three-Phase Paralleled Inverters With Master–Slave Sharing Scheme Based on Terminal Characteristics of Individual Inverters IEEE Transactions on Power Electronics. ,vol. 31, pp. 5306- 5320 ,(2016) , 10.1109/TPEL.2015.2483741
Zhang Xuesong, A Survey of Suitable Energy Storage for Island Stand-alone Microgrid and Commercial Operation Mode Automation of electric power systems. ,(2013)
Hongyi Li, Peng Shi, Deyin Yao, Adaptive Sliding-Mode Control of Markov Jump Nonlinear Systems With Actuator Faults IEEE Transactions on Automatic Control. ,vol. 62, pp. 1933- 1939 ,(2017) , 10.1109/TAC.2016.2588885
Ali Mortezaei, Marcelo Godoy Simoes, Mehdi Savaghebi, Josep M. Guerrero, Ahmed Al-Durra, Cooperative Control of Multi-Master–Slave Islanded Microgrid With Power Quality Enhancement Based on Conservative Power Theory IEEE Transactions on Smart Grid. ,vol. 9, pp. 2964- 2975 ,(2018) , 10.1109/TSG.2016.2623673
Hyun-Jun Choi, Jee-Hoon Jung, Enhanced Power Line Communication Strategy for DC Microgrids Using Switching Frequency Modulation of Power Converters IEEE Transactions on Power Electronics. ,vol. 32, pp. 4140- 4144 ,(2017) , 10.1109/TPEL.2017.2648848
Guoliang Zhong, Zhizhong Shao, Hua Deng, Junli Ren, Precise Position Synchronous Control for Multi-Axis Servo Systems IEEE Transactions on Industrial Electronics. ,vol. 64, pp. 3707- 3717 ,(2017) , 10.1109/TIE.2017.2652343
Qing-Chang Zhong, Yeqin Wang, Beibei Ren, UDE-Based Robust Droop Control of Inverters in Parallel Operation IEEE Transactions on Industrial Electronics. ,vol. 64, pp. 7552- 7562 ,(2017) , 10.1109/TIE.2017.2677309
Sanjay Tolani, Parthasarathi Sensarma, An Instantaneous Average Current Sharing Scheme for Parallel UPS Modules IEEE Transactions on Industrial Electronics. ,vol. 64, pp. 9210- 9220 ,(2017) , 10.1109/TIE.2017.2711539