A novel robust grey model for forecasting Chinese electricity demand

R Yao, S Jin, C Wei, J Kong - Discrete Dynamics in Nature and …, 2022 - Wiley Online Library
The grey model, which is abbreviated as GM (1, 1), has been widely applied in the fields of
decision and prediction, particularly in the prediction of time series with few observations …

A Novel Robust Grey Model and Its Application

F Lan, J Kong, R Yao, C Wei - Mathematical Problems in …, 2022 - Wiley Online Library
Previous studies paid attention to improving the predicted capability of the classical grey
model, but its robustness is still unclear and not explored, in particular when these exhibit …

A modified Grey forecasting model for long‐term prediction

CC Hsu, CY Chen - Journal of the Chinese institute of engineers, 2003 - Taylor & Francis
Grey theory is a truly multidisciplinary and generic theory that deals with systems which are
characterized by poor information and/or for which information is lacking. In this paper, a …

A grey prediction approach to forecasting energy demand in China

D Pi, J Liu, X Qin - Energy Sources, Part A: Recovery, Utilization …, 2010 - Taylor & Francis
Energy demand forecasting plays an important role in decision making. A mathematical
model known as grey model GM (1, 1) has been, herewith, employed successfully in the …

Applying the grey forecasting model to the energy supply management engineering

Z Chen, X Wang - Systems Engineering Procedia, 2012 - Elsevier
The demand for energy supply has been increasing dramatically in recent years in the
global. In addition, owing to the uncertain economic structure of the county, energy has a …

An improved nonhomogeneous discrete grey model and its application

J Jiang, Y Zhang, C Liu, W Xie - Mathematical Problems in …, 2020 - Wiley Online Library
In recent years, the nonhomogeneous grey model has received much attention owing to its
flexibility and applicability of forecasting small samples. To improve further the prediction …

[HTML][HTML] Forecasting electricity demand using a new grey prediction model with smoothness operator

L Zhao, X Zhou - Symmetry, 2018 - mdpi.com
A stable electricity supply is the basis for ensuring the healthy and sustained development of
a regional economy. Reasonable electricity prediction is the key to guaranteeing the stability …

The recursive grey model and its application

L Liu, S Liu, Z Fang, A Jiang, G Shang - Applied Mathematical Modelling, 2023 - Elsevier
The fixed structure parameters limit the performance of grey prediction algorithm in
unsmoothed time series prediction tasks. Based on the mechanism of recursive iteration, this …

[HTML][HTML] Grey forecasting method of quarterly hydropower production in China based on a data grouping approach

ZX Wang, Q Li, LL Pei - Applied Mathematical Modelling, 2017 - Elsevier
Abstract Grey model GM (1, 1) has been widely used in short-term prediction of energy
production and consumption due to its advantages in data sets with small numbers of …

[PDF][PDF] A novel ensemble learning-based grey model for electricity supply forecasting in China

Y Cai, X Ma - AIMS Math, 2021 - aimspress.com
Electricity consumption is one of the most important indicators reflecting the industrialization
of a country. Supply of electricity power plays an import role in guaranteeing the running of a …