Improved load forecasting model based on two-stage optimization of gray model with fractional order accumulation and Markov chain-Reference-Cited by-同舟云学术

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Improved load forecasting model based on two-stage optimization of gray model with fractional order accumulation and Markov chain

Published:2019-10-15 Issue:11 Volume:50 Page:2659-2673
ISSN:0361-0926
Container-title:Communications in Statistics - Theory and Methods
language:en
Short-container-title:Communications in Statistics - Theory and Methods

Author:

Liu Fuxiang¹,Guo Wenzhang²,Liu Ran³,Liu Jun¹

Affiliation:

1. Science College and Three Gorges Mathematical Research Center, China Three Gorges University, Yichang, Hubei, PR China;

2. State Grid Anhui Province Electric Power Corporation Research Institute of Economic & Technology, He Fei, PR China;

3. School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, Hubei, PR China

Publisher

Informa UK Limited

Subject

Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/03610926.2019.1674873

Reference29 articles.

1. Short-term prediction of wind power using EMD and chaotic theory

2. Short term electric load forecasting by wavelet transform and grey model improved by PSO (particle swarm optimization) algorithm

3. On the Convergence of Grid-Based Methods for Unconstrained Optimization

4. Land subsidence prediction in Beijing based on PS-InSAR technique and improved Grey-Markov model

5. A Short-Term Load Forecasting Model with a Modified Particle Swarm Optimization Algorithm and Least Squares Support Vector Machine Based on the Denoising Method of Empirical Mode Decomposition and Grey Relational Analysis

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1. An intuitionistic fuzzy grey-Markov method with application to demand forecasting for emergency supplies during major epidemics;Grey Systems: Theory and Application;2023-11-06

2. An optimized fractional grey model based on weighted least squares and its application;AIMS Mathematics;2023

3. Forecasting the Cumulative Confirmed Cases with the FGM and Fractional-Order Buffer Operator in Different Stages of COVID-19;Journal of Mathematics;2021-10-26

4. Holt–Winters model with grey generating operator and its application;Communications in Statistics - Theory and Methods;2020-07-31

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