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The forecast of wind farms energy production based on available meteorological data
Wind farms energy production depends on a number of meteorological data. In particular, it is the wind speed and direction. The aim of this paper is to present an analytical model for estimation of the wind farms e...
JE - Nejaderná energetika, spotřeba a užití energie
- 2013 •
- D
Rok uplatnění
D - Stať ve sborníku
Software implementation of the regression model for forecasting of energy production of wind power plants
prediction models and energy production of wind power plants, a regression model for forecasting of wind energy was created and implemented in software R. The model provides based on predictions of wind speed<...
DG - Vědy o atmosféře, meteorologie
- 2014 •
- R
Rok uplatnění
R - Software
Hybrid Numerical Models for Wind Speed Forecasting
(NWP) simulations and statistical models is investigated for wind speed forecast. Several aspects that influence the wind speed forecast error at synoptic stationsWind speed is ...
Statistics and probability
- 2021 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Software implementation of quantile mapping for forecasting of energy production of wind power plants
and it is optimized for forecasting based on predictions of wind speed and azimuth in two heights above the earth surface from various NWP models. The model is used to forecast prediction models and energy product...
DG - Vědy o atmosféře, meteorologie
- 2014 •
- R
Rok uplatnění
R - Software
Wind Speed Forecast Correction Models using Polynomial Neural Networks
Accurate short-term wind speed forecasting is important for the planning, trained with local real data observations can improve short-term wind speed forecasts. In meteorology it is usual to impro...
IN - Informatika
- 2015 •
- Jx •
- Link
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Výsledek na webu
Analysis of wind speed and power time series preceding wind ramp events
Wind energy has become one of the fastest growing renewable sources during last few decades. Sudden changes in wind power output, called wind ramps, recently attracted great research interest in wind power fore...
IN - Informatika
- 2014 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Wind Speed Forecasting for a Large-Scale Measurement Network and Numerical Weather Modeling
We investigate various problems encountered when forecasting wind speeds) model as one of the predictors in a statistical forecasting model. First various weak points of the NWP, and at the same time, it improves <...
Statistics and probability
- 2017 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Principal Component Analysis for Evaluation of Wind Ramp Event Probability
renewable sources. Recent research interest in wind power forecasting community, principal component analysis of wind speed time series is presented. Analyzed power production and wind speed data...
JE - Nejaderná energetika, spotřeba a užití energie
- 2014 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Direct Wind Power Forecasting using a Polynomial Decomposition of the General Differential Equation
The wind power is primarily induced by local wind speed, whose accurate daily forecasts are important for the planning of the unstable power generation and its integration into the electrical grid. The main problem...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2018 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Wind speed NWP local revisions using a polynomial decomposition of the general partial differential equation
of the unknown data) to recalculate 24-hour wind speed forecast series. Global numerical adaptive derivative regression model can improve numerical daily wind speed forecastsPrecise daily weather...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2017 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
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