Abstract
This paper describes an artificial neural network (ANN)-based method for the design of a digital power meter, which is able to evaluate the power quantities suggested in IEEE Standard 1459-2010 for a single-phase system. The solution procedure contains two stages. In the first stage, the spectral analysis of voltage and current signals is performed separately with the ANN-based method in a real-time manner. Then, the power quantities and evaluation indices are calculated in the second stage according to the requirements in IEEE Standard 1459-2010. Finally, a personal-computer-based instrument implemented with LabVIEW is developed to verify the usefulness of the proposed mechanism.
| Original language | English |
|---|---|
| Article number | 6355989 |
| Pages (from-to) | 5550-5557 |
| Number of pages | 8 |
| Journal | IEEE Transactions on Industrial Electronics |
| Volume | 60 |
| Issue number | 12 |
| DOIs | |
| State | Published - 2013 |
Keywords
- Artificial neural network (ANN)
- IEEE Standard 1459-2010
- power quality
- single-phase system
- virtual instrument