Short-Term Load Forecasting with Exponentially Weighted Methods

Short-Term Load Forecasting with Exponentially Weighted Methods

Short-term load forecasts are needed for the efficient management of power systems. Although weather-based modeling is common, univariate models can be useful when the lead time of interest is less than one day. A class of univariate methods that has performed well with intraday data is exponential...

Full beskrivning

Bibliografiska uppgifter
Huvudupphovsman:	Taylor, J
Materialtyp:	Journal article
Publicerad:	2012

Liknande verk

Triple Seasonal Methods for Short-term Load Forecasting
av: Taylor, J
Publicerad: (2010)

Short-Term Electricity Demand Forecasting Using Double Seasonal Exponential Smoothing
av: Taylor, J
Publicerad: (2003)

Short-Term Electricity Demand Forecasting Using Double Seasonal Exponential Smoothing.
av: Taylor, J
Publicerad: (2003)

Exponentially weighted methods for forecasting intraday time series with multiple seasonal cycles.
av: Taylor, J
Publicerad: (2010)

Exponentially Weighted Methods for Forecasting Intraday Time Series with Multiple Seasonal Cycles
av: Taylor, J
Publicerad: (2010)

Exponentially Weighted Methods for Forecasting Intraday Time Series with Multiple Seasonal Cycles
av: Taylor, J
Publicerad: (2010)

Short-term load forecasting based on sample weights assignment
av: Mingxu Xiang, et al.
Publicerad: (2022-11-01)

Short-term Load Forecasting Methods: An Evaluation Based on European Data
av: Taylor, J, et al.
Publicerad: (2007)

Exponentially Weighted Information Criteria for Selecting Among Forecasting Models
av: Taylor, J
Publicerad: (2008)

Forecasting Supermarket Sales Using Exponentially Weighted Quantile Regression
av: Taylor, J
Publicerad: (2007)

Improved Neural Networks with Random Weights for Short-Term Load Forecasting.
av: Kun Lang, et al.
Publicerad: (2015-01-01)

Short term load forecasting /
av: 252792 Lai, Keen Chung
Publicerad: (1993)

Short term load forecasting
av: 400317 Ooi, Foong Peng
Publicerad: (1985)

Reply to the discussion of: Exponentially weighted methods for forecasting intraday time series with multiple seasonal cycles.
av: Taylor, J
Publicerad: (2010)

Forecasting daily supermarket sales using exponentially weighted quantile regression.
av: Taylor, J
Publicerad: (2007)

Short Term Probabilistic Load Forecasting With Integrated Methods
av: Zhang Manying, et al.
Publicerad: (2019-01-01)

Comparison methods of short term electrical load forecasting
av: Hartono, et al.
Publicerad: (2018-01-01)

An evaluation of methods for very short-term load forecasting using minute-by-minute British data.
av: Taylor, J
Publicerad: (2008)

Granular Weighted Fuzzy Approach Applied to Short-Term Load Demand Forecasting
av: Cesar Vinicius Züge, et al.
Publicerad: (2024-10-01)

Enhanced Short-Term Load Forecasting: Error-Weighted and Hybrid Model Approach
av: Huiqun Yu, et al.
Publicerad: (2024-10-01)

Application of the Weighted K-Nearest Neighbor Algorithm for Short-Term Load Forecasting
av: Guo-Feng Fan, et al.
Publicerad: (2019-03-01)

An Ultra-Short-Term Electrical Load Forecasting Method Based on Temperature-Factor-Weight and LSTM Model
av: Dengyong Zhang, et al.
Publicerad: (2020-09-01)

Combined machine learning forecasting method for short-term power load based on the dynamic weight adjustment
av: Xue Hu, et al.
Publicerad: (2023-09-01)

TPE-Based Boosting Short-Term Load Forecasting Method
av: LUO Min, YANG Jinfeng, YU Hui, LAI Yuchen, GUO Yangyun, ZHOU Shangli, XIANG Rui, TONG Xing, CHEN Xiao
Publicerad: (2024-06-01)

Short-Term PM2.5 Forecasting Using Exponential Smoothing Method: A Comparative Analysis
av: Sachit Mahajan, et al.
Publicerad: (2018-09-01)

A very short term load forecasting
av: 442589 Md. Zin Samsuri
Publicerad: (1985)

Hybrid Techniques for Short Term Load Forecasting
av: Saroj Panda, et al.
Publicerad: (2023-03-01)

Short-Term Load Forecasting on Individual Consumers
av: João Victor Jales Melo, et al.
Publicerad: (2022-08-01)

Triple seasonal methods for short-term electricity demand forecasting.
av: Taylor, J
Publicerad: (2010)

A Novel Hybrid Method for Short-Term Power Load Forecasting
av: Huang Yuansheng, et al.
Publicerad: (2016-01-01)

A dynamic ensemble method for residential short-term load forecasting
av: Yu Yang, et al.
Publicerad: (2023-01-01)

Short-Term Load Forecasting Using Neural Networks with Pattern Similarity-Based Error Weights
av: Grzegorz Dudek
Publicerad: (2021-05-01)

Bottom-Up Short-Term Load Forecasting Considering Macro-Region and Weighting by Meteorological Region
av: Iuri C. Figueiró, et al.
Publicerad: (2023-09-01)

Day-Ahead Load Forecasting Using Exponential Smoothing
av: R. Bindiu, et al.
Publicerad: (2009-12-01)

Short-Term Load Forecasting Based on Elastic Net Improved GMDH and Difference Degree Weighting Optimization
av: Wei Liu, et al.
Publicerad: (2018-09-01)

EMLP: short-term gas load forecasting based on ensemble multilayer perceptron with adaptive weight correction
av: Fengyong Li, et al.
Publicerad: (2021-04-01)

Hybrid Metaheuristic Algorithm for Short Term Load Forecasting
av: Zuriani, Mustaffa, et al.
Publicerad: (2016)

Short term load forecasting algorithm in transmission system /
av: 373768 Ibrahim Salem Ali Salem, et al.
Publicerad: (2008)

Short-term load forecasting in Singapore's energy market
av: Liang, Elroy Bo Jun
Publicerad: (2021)

A New Strategy for Short-Term Load Forecasting
av: Yi Yang, et al.
Publicerad: (2013-01-01)