Name
Title | ||
|---|---|---|
Deep Learning Method With Manual Post-Processing for Identification of Spectral Patterns of Waveform Distortion in PV Installations |
Abstract | ||
|---|---|---|
This paper proposes a deep learning (DL) method for the identification of spectral patterns of time-varying waveform distortion in photovoltaic (PV) installations. The PQ big data with information on harmonic and/or interharmonics in PV installations is handled by a deep autoencoder followed by feature clustering. Measurements of voltage and current from four distinct PV installations are used to ... |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1109/TSG.2021.3107908 | IEEE Transactions on Smart Grid |
Keywords | DocType | Volume |
Harmonic analysis,Feature extraction,Manuals,Distortion,Tools,Decoding,Deep learning | Journal | 12 |
Issue | ISSN | Citations |
6 | 1949-3053 | 0 |
PageRank | References | Authors |
0.34 | 0 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Roger Alves de Oliveira | 1 | 0 | 1.69 |
| Vineetha Ravindran | 2 | 0 | 0.68 |
| Sarah Ronnberg | 3 | 2 | 2.07 |
| Math H. J. Bollen | 4 | 12 | 6.17 |