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Design of an Adaptive PSS Based on Recurrent Adaptive Control Theory.
- Source :
-
IEEE Transactions on Energy Conversion . Dec2009, Vol. 24 Issue 4, p884-892. 9p. 1 Diagram, 6 Graphs. - Publication Year :
- 2009
-
Abstract
- Inspired by observing the similarity between adaptive control systems and recurrent neural networks (RNNs), a new control scheme, the recurrent adaptive control (RAC), is presented in this paper. Back propagation through time (BPTT), a learning algorithm for RNNs, can be exploited in RAC. Application of truncated BPTT to RAC is also discussed. Further, a new control algorithm for RAC, termed recursive gradient (RG), is developed to improve the performance of the original and truncated BPTT algorithms. Effectiveness of the RG control algorithm as a power system stabilizer is demonstrated. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 08858969
- Volume :
- 24
- Issue :
- 4
- Database :
- Academic Search Index
- Journal :
- IEEE Transactions on Energy Conversion
- Publication Type :
- Academic Journal
- Accession number :
- 47138150
- Full Text :
- https://doi.org/10.1109/TEC.2009.2025337