Probabilistic load forecasting using post-processed weather ensemble predictions

Probabilistic load forecasting using post-processed weather ensemble predictions

Probabilistic forecasting of electricity demand (load) facilitates the efficient management and operations of energy systems. Weather is a key determinant of load. However, modelling load using weather is challenging because the relationship cannot be assumed to be linear. Although numerous studies...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Ludwig, N, Arora, S, Taylor, JW
Formáid:	Journal article
Teanga:	English
Foilsithe / Cruthaithe:	Taylor and Francis 2022

Míreanna comhchosúla

Neural Network Load Forecasting with Weather Ensemble Predictions
de réir: Taylor, J, et al.
Foilsithe / Cruthaithe: (2002)

Using Weather Ensemble Predictions in Electricity Demand Forecasting
de réir: Taylor, J, et al.
Foilsithe / Cruthaithe: (2003)

Quantile Regression Post-Processing of Weather Forecast for Short-Term Solar Power Probabilistic Forecasting
de réir: Luca Massidda, et al.
Foilsithe / Cruthaithe: (2018-07-01)

Flood forecasting using medium-range probabilistic weather prediction
de réir: B. T. Gouweleeuw, et al.
Foilsithe / Cruthaithe: (2005-01-01)

Probabilistic forecasting of patient waiting times in an emergency department
de réir: Arora, S, et al.
Foilsithe / Cruthaithe: (2023)

The communicative process of weather forecasts issued in the probabilistic form
de réir: Alessio Raimondi
Foilsithe / Cruthaithe: (2009-03-01)

The Use of Ensembles in Space Weather Forecasting
de réir: J. A. Guerra, et al.
Foilsithe / Cruthaithe: (2020-02-01)

Singular vectors, predictability and ensemble forecasting for weather and climate
de réir: Palmer, T, et al.
Foilsithe / Cruthaithe: (2013)

Comparison of probabilistic post-processing approaches for improving numerical weather prediction-based daily and weekly reference evapotranspiration forecasts
de réir: H. Medina, et al.
Foilsithe / Cruthaithe: (2020-03-01)

Evaluating ensemble post‐processing for wind power forecasts
de réir: Kaleb Phipps, et al.
Foilsithe / Cruthaithe: (2022-08-01)

The performance of the weather research & forecasting model (WRF) using ensemble method to predict weather parameters
de réir: Pratama Alvin, et al.
Foilsithe / Cruthaithe: (2025-01-01)

Skill prediction of local weather forecasts based on the ECMWF ensemble
de réir: C. Ziehmann
Foilsithe / Cruthaithe: (2001-01-01)

Nonlinear model evaluation: $\iota$ shadowing, probabilistic prediction and weather forecasting
de réir: Gilmour, I
Foilsithe / Cruthaithe: (1999)

Weather forecasting : the next generation : the potential use and implementation of ensemble forecasting
de réir: Goto, Susumu
Foilsithe / Cruthaithe: (2008)

Probabilistic Ensemble Forecast of Summertime Temperatures in Pakistan
de réir: Muhammad Hanif
Foilsithe / Cruthaithe: (2014-01-01)

Probabilistic thunderstorm forecasting by blending multiple ensembles
de réir: François Bouttier, et al.
Foilsithe / Cruthaithe: (2020-01-01)

Beating the Uncertainties: Ensemble Forecasting and Ensemble-Based Data Assimilation in Modern Numerical Weather Prediction
de réir: Hailing Zhang, et al.
Foilsithe / Cruthaithe: (2010-01-01)

The communicative process of weather forecasts issued in the probabilistic form (Italian original version)
de réir: Alessio Raimondi
Foilsithe / Cruthaithe: (2009-03-01)

Combining probabilistic forecasts of COVID-19 mortality in the United States
de réir: Taylor, JW, et al.
Foilsithe / Cruthaithe: (2021)

A seamless blended multi‐model ensemble approach to probabilistic medium‐range weather pattern forecasts over the UK
de réir: Robert Neal, et al.
Foilsithe / Cruthaithe: (2024-01-01)

Probabilistic forecasting of shallow, rainfall-triggered landslides using real-time numerical weather predictions
de réir: J. Schmidt, et al.
Foilsithe / Cruthaithe: (2008-04-01)

Additive Ensemble Neural Network with Constrained Weighted Quantile Loss for Probabilistic Electric-Load Forecasting
de réir: Manuel Lopez-Martin, et al.
Foilsithe / Cruthaithe: (2021-04-01)

Communicating probabilistic information from climate model ensembles—lessons from numerical weather prediction
de réir: Stephens, E, et al.
Foilsithe / Cruthaithe: (2012)

Probabilistic Solar Proxy Forecasting With Neural Network Ensembles
de réir: Joshua D. Daniell, et al.
Foilsithe / Cruthaithe: (2023-09-01)

Statistical post‐processing of visibility ensemble forecasts
de réir: Sándor Baran, et al.
Foilsithe / Cruthaithe: (2023-09-01)

Regionalization of post-processed ensemble runoff forecasts
de réir: J. O. Skøien, et al.
Foilsithe / Cruthaithe: (2016-05-01)

Event attribution of a midlatitude windstorm using ensemble weather forecasts
de réir: Shirin Ermis, et al.
Foilsithe / Cruthaithe: (2024-01-01)

Extreme rainfall prediction using the European centre for medium-range weather forecasts ensemble prediction system
de réir: Petroliagis, T, et al.
Foilsithe / Cruthaithe: (1996)

Adapting Ensemble‐Calibration Techniques to Probabilistic Solar‐Wind Forecasting
de réir: N. O. Edward‐Inatimi, et al.
Foilsithe / Cruthaithe: (2024-12-01)

Probabilistic load forecast by using Markov chain
de réir: Harmen, Kevin
Foilsithe / Cruthaithe: (2017)

Comparison of data-driven methods for downscaling ensemble weather forecasts
de réir: Xiaoli Liu, et al.
Foilsithe / Cruthaithe: (2008-03-01)

Ensemble Methods for Neural Network‐Based Weather Forecasts
de réir: Sebastian Scher, et al.
Foilsithe / Cruthaithe: (2021-02-01)

SeFo: A Package for Generating Probabilistic Forecasts from NMME Predictive Ensembles
de réir: Nir Y Krakauer
Foilsithe / Cruthaithe: (2016-05-01)

Probabilistic Solar Generation Forecasting for Rapidly Changing Weather Conditions
de réir: Cheng Lyu, et al.
Foilsithe / Cruthaithe: (2024-01-01)

Fire Weather Index: the skill provided by the European Centre for Medium-Range Weather Forecasts ensemble prediction system
de réir: F. Di Giuseppe, et al.
Foilsithe / Cruthaithe: (2020-08-01)

Post-processing rainfall forecasts from numerical weather prediction models for short-term streamflow forecasting
de réir: D. E. Robertson, et al.
Foilsithe / Cruthaithe: (2013-09-01)

Event attribution of a midlatitude windstorm using ensemble weather forecasts
de réir: Ermis, S, et al.
Foilsithe / Cruthaithe: (2024)

Anticipatory water management : using ensemble weather forecasts for critical events /
de réir: 187550 Van Andel, Schalk-Jan
Foilsithe / Cruthaithe: (2009)

Fog probabilistic forecasting using an ensemble prediction system at six airports in Iran for 10 fog events
de réir: R. Pahlavan, et al.
Foilsithe / Cruthaithe: (2021-11-01)

Ensemble Learning Approach for Probabilistic Forecasting of Solar Power Generation
de réir: Azhar Ahmed Mohammed, et al.
Foilsithe / Cruthaithe: (2016-12-01)