Data driven control design applied to single-phase inverters t

作者: F. Valderrama , O. Hernandez

DOI: 10.1109/CCAC.2017.8276440

关键词:

摘要: This paper presents an application of the Virtual Reference Feedback Tuning (VRFT) to control single-phase inverters. The VRFT is a data-driven method able tuning controllers from data, this only requires one data batch (input/output) estimate parameters controller, and does not require plant model. Under framework, work explores different controller structures input designs, in order find that are deal with disturbances nonlinear loads for single phase inverter. Simulated results show possible design inverter avoiding modeling. main purpose research comparate standard model-driven.

参考文章(18)
A. Karimi, L. Miskovic, D. Bonvin, Iterative correlation-based controller tuning: frequency-domain analysis conference on decision and control. ,vol. 4, pp. 4215- 4220 ,(2002) , 10.1109/CDC.2002.1185031
Fujisaki, Saitou, Virtual reference feedback tuning for H∞ controllers society of instrument and control engineers of japan. pp. 1768- 1769 ,(2011)
Ling Wang, Haoqi Ni, Ruixin Yang, Panos M. Pardalos, Li Jia, Minrui Fei, Intelligent virtual reference feedback tuning and its application to heat treatment electric furnace control Engineering Applications of Artificial Intelligence. ,vol. 46, pp. 1- 9 ,(2015) , 10.1016/J.ENGAPPAI.2015.08.008
M.C. Campi, A. Lecchini, S.M. Savaresi, An Application of the Virtual Reference Feedback Tuning Method to a Benchmark Problem European Journal of Control. ,vol. 9, pp. 66- 76 ,(2003) , 10.3166/EJC.9.66-76
A. Lecchini, M.C. Campi, S.M. Savaresi, Virtual reference feedback tuning for two degree of freedom controllers International Journal of Adaptive Control and Signal Processing. ,vol. 16, pp. 355- 371 ,(2002) , 10.1002/ACS.711
F. Previde, D. Belloli, A. Cologne, S.M. Savaresi, Virtual Reference Feedback Tuning (VRFT) design of cascade control systems with application to an electro-hydrostatic actuator IFAC Proceedings Volumes. ,vol. 43, pp. 626- 632 ,(2010) , 10.3182/20100913-3-US-2015.00033
Klaske van Heusden, Alireza Karimi, Torsten Söderström, On identification methods for direct data-driven controller tuning International Journal of Adaptive Control and Signal Processing. ,vol. 25, pp. 448- 465 ,(2011) , 10.1002/ACS.1213
F. Valderrama, F. Ruiz, Controller design from data under UBB noise advances in computing and communications. pp. 5103- 5108 ,(2014) , 10.1109/ACC.2014.6858626