Name
Title | ||
|---|---|---|
A Model for Joint Probabilistic Forecast of Solar Photovoltaic Power and Outdoor Temperature. |
Abstract | ||
|---|---|---|
In this paper, a stochastic model is proposed for a joint statistical description of solar photovoltaic (PV) power and outdoor temperature. The underlying correlation emerges from solar irradiance that is responsible in part for both the variability in solar PV power and temperature. The proposed model can be used to capture the uncertainty in solar PV power and its correlation with the electric p... |
Year | DOI | Venue |
|---|---|---|
2019 | 10.1109/TSP.2019.2954973 | IEEE Transactions on Signal Processing |
Keywords | Field | DocType |
Hidden Markov models,Predictive models,Solar panels,Machine learning,Probabilistic logic,Load modeling,Forecasting | Industrial engineering,Psychology,Probabilistic logic,Photovoltaic system,Applied psychology | Journal |
Volume | Issue | ISSN |
67 | 24 | 1053-587X |
Citations | PageRank | References |
2 | 0.51 | 0 |
Authors | ||
5 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Raksha Ramakrishna | 1 | 6 | 3.65 |
| Anna Scaglione | 2 | 2559 | 225.41 |
| Vijay Vittal | 3 | 24 | 7.86 |
| Emiliano Dall'Anese | 4 | 360 | 38.11 |
| Andrey Bernstein | 5 | 2 | 1.18 |