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Inverse Optimal Control with Speed Gradient for a Power Electric System Using a Neural Reduced Model
Joint Authors
López-Franco, Carlos
Lastire, Enrique A.
Alanis, Alma Y.
Arana-Daniel, Nancy
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-21, 21 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-03-16
Country of Publication
Egypt
No. of Pages
21
Main Subjects
Abstract EN
This paper presented an inverse optimal neural controller with speed gradient (SG) for discrete-time unknown nonlinear systems in the presence of external disturbances and parameter uncertainties, for a power electric system with different types of faults in the transmission lines including load variations.
It is based on a discrete-time recurrent high order neural network (RHONN) trained with an extended Kalman filter (EKF) based algorithm.
It is well known that electric power grids are considered as complex systems due to their interconections and number of state variables; then, in this paper, a reduced neural model for synchronous machine is proposed for the stabilization of nine bus system in the presence of a fault in three different cases in the lines of transmission.
American Psychological Association (APA)
Alanis, Alma Y.& Lastire, Enrique A.& Arana-Daniel, Nancy& López-Franco, Carlos. 2014. Inverse Optimal Control with Speed Gradient for a Power Electric System Using a Neural Reduced Model. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-21.
https://search.emarefa.net/detail/BIM-477714
Modern Language Association (MLA)
Alanis, Alma Y.…[et al.]. Inverse Optimal Control with Speed Gradient for a Power Electric System Using a Neural Reduced Model. Mathematical Problems in Engineering No. 2014 (2014), pp.1-21.
https://search.emarefa.net/detail/BIM-477714
American Medical Association (AMA)
Alanis, Alma Y.& Lastire, Enrique A.& Arana-Daniel, Nancy& López-Franco, Carlos. Inverse Optimal Control with Speed Gradient for a Power Electric System Using a Neural Reduced Model. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-21.
https://search.emarefa.net/detail/BIM-477714
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-477714