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Novel Data Compression Technique for Power Waveforms Using Adaptive Fuzzy Logic.
- Source :
-
IEEE Transactions on Power Delivery . Jul2005, Vol. 20 Issue 3, p2136-2143. 8p. - Publication Year :
- 2005
-
Abstract
- Data storage and data communication currently pose a major problem for all parties involved with power quality and power systems monitoring. The problem arises from the tremendous amount of data involved. There is a common desire in the power industry to find new techniques for high-accuracy data compression and data storage. This paper introduces the details of a novel data compression technique that is very suitable for application to power-quality waveforms, in particular, and to power system disturbance waveforms in general. The new technique is developed using adaptive neuro-fuzzy techniques. The paper. ex- plains the mechanics of the new technique. Full technique implementation details are given, and test cases based on power-quality, waveforms are analyzed. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 08858977
- Volume :
- 20
- Issue :
- 3
- Database :
- Academic Search Index
- Journal :
- IEEE Transactions on Power Delivery
- Publication Type :
- Academic Journal
- Accession number :
- 17595116
- Full Text :
- https://doi.org/10.1109/TPWRD.2005.848458