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A New Methodology for Tracking and Instantaneous Characterization of Voltage Variations
- Source :
- IEEE Transactions on Instrumentation and Measurement. 65:1596-1604
- Publication Year :
- 2016
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2016.
-
Abstract
- Accurate and fast characterization of voltage variations helps to evaluate their severity on equipment and activate protections. In this paper, a methodology for tracking and characterization of voltage variations, sample to sample, is presented. It consists of a Hilbert transform to estimate the voltage of the signal’s envelope, a fuzzy logic system to track down the type of voltage variation, and a rule-based method for the final identification and decision making according to IEEE Std 1159-2009. Unlike some techniques presented in the literature for tracking voltage variations such as the Kalman filter and adaptive linear network techniques, the proposed methodology requires neither a harmonic model nor an algorithm to adjust the model parameters, which in many cases increases the computational burden and time tracking. It is worth mentioning that the proposed classification stage does not need a training stage; therefore, its development is easier and its efficiency does not depend on a data training set. The performance of the proposed methodology is validated and tested using synthetic signals as well as real measurements of voltage variations. In addition, an implementation of our methodology into an field-programmable gate array based system is performed in an effort to offer a low-cost and portable system-on-a-chip solution for online and real-time monitoring of voltage variations.
- Subjects :
- Engineering
business.industry
020209 energy
020208 electrical & electronic engineering
02 engineering and technology
Kalman filter
Signal
Fuzzy logic
Programmable logic array
Gate array
Control theory
0202 electrical engineering, electronic engineering, information engineering
Electronic engineering
Electrical and Electronic Engineering
Envelope (mathematics)
Field-programmable gate array
business
Instrumentation
Voltage
Subjects
Details
- ISSN :
- 15579662 and 00189456
- Volume :
- 65
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Instrumentation and Measurement
- Accession number :
- edsair.doi...........2c8732598007556f277134a9d80d88c2
- Full Text :
- https://doi.org/10.1109/tim.2016.2540866