Robust neuro control for rotating disc vibrations
2000 ◽
Vol 214
(12)
◽
pp. 1529-1544
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Keyword(s):
A novel robust-neuro control scheme for rotating disc vibrations is explored. In the approach proposed, a robust controller is first adopted to suppress the regulation error resulting from the unmodelled residuals while avoiding the spillover effect. In addition to the robust controller, a multilayer feedforward neural network is introduced to improve regulation performance. To maintain loop stability during neural network learning, a confinement algorithm for adaptive adjustment of the network weights is investigated. Simulation studies for a flexible rotating disc show that the control scheme proposed provides fast vibration suppression while maintaining robust stability.
2008 ◽
Vol 18
(03)
◽
pp. 219-231
◽
1999 ◽
Vol 3
(5)
◽
pp. 427-430
◽
2010 ◽
Vol 130
(6)
◽
pp. 768-776
Keyword(s):
2011 ◽
Vol 308-310
◽
pp. 1238-1241
Keyword(s):
2011 ◽
Vol 131
(11)
◽
pp. 1889-1894
2018 ◽
Vol 06
(01)
◽
pp. 32-36
2020 ◽