Please use this identifier to cite or link to this item:
|Title:||Modified tuning of a fuzzy logic controller|
|Authors:||Xu, J.-X. |
|Citation:||Xu, J.-X., Liu, C., Hang, C.-C. (1996-02). Modified tuning of a fuzzy logic controller. Engineering Applications of Artificial Intelligence 9 (1) : 65-74. ScholarBank@NUS Repository. https://doi.org/10.1016/0952-1976(95)00061-5|
|Abstract:||In this paper, a modified tuning method of the simplest form of fuzzy PI controller is proposed and incorporated in a tuning formula based on the gain and phase margins, so as to achieve an appreciable improvement in the performance of the auto-tuner. In the modification, the scaling factors of the fuzzy PI controller are made to vary with respect to the plant's normalized dead-time and system state error, such that the system converges faster with smaller settling time. Phase-plane-based analyses are carried out to show that the modified tuning actually makes the FLC able to adapt the control environment. Numerical simulations and experiments are presented to show the validity of the proposed tuning methods.|
|Source Title:||Engineering Applications of Artificial Intelligence|
|Appears in Collections:||Staff Publications|
Show full item record
Files in This Item:
There are no files associated with this item.
checked on Jun 14, 2018
WEB OF SCIENCETM
checked on May 9, 2018
checked on May 4, 2018
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.