China Total Energy Consumption Forecast with Optimized Continuous Conformable Fractional Grey Model

One of the methods used for forecasting of the time series is the fractional grey modeling approach. In this paper, the OCCFGM(1,1) model is utilized to forecasting of the total energy consumption data of China. The optimal values of $\alpha$ and $r$, which are fractional parameters in the model, are calculated using the Brute Force algorithm. Data collected from official sources from 2013 to 2022 are used to build the forecasting model, while data from 2013 to 2020 are employed to evaluate the accuracy at the model. The obtained results indicate that the OCCFGM(1,1) model exhibits superior forecasting performance compared to the other models under consideration.

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Publication Details

Journal
Alphanumeric Journal
Published
2024-12-31
DOI
https://doi.org/10.17093/alphanumeric.1447211
Citations
2
Primary Topic
Grey System Theory Applications
Type
article
Field-Weighted Citation Impact
0.98
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article

China Total Energy Consumption Forecast with Optimized Continuous Conformable Fractional Grey Model

Halis Bilgil, Ümmügülsüm Erdinç
2 citations
Alphanumeric Journal
Grey System Theory Applications
0.98
article

China Total Energy Consumption Forecast with Optimized Continuous Conformable Fractional Grey Model

Halis Bilgil, Ümmügülsüm Erdinç
article en
2 citations

Abstract

One of the methods used for forecasting of the time series is the fractional grey modeling approach. In this paper, the OCCFGM(1,1) model is utilized to forecasting of the total energy consumption data of China. The optimal values of $\alpha$ and $r$, which are fractional parameters in the model, are calculated using the Brute Force algorithm. Data collected from official sources from 2013 to 2022 are used to build the forecasting model, while data from 2013 to 2020 are employed to evaluate the accuracy at the model. The obtained results indicate that the OCCFGM(1,1) model exhibits superior forecasting performance compared to the other models under consideration.

Alphanumeric JournalVol. 12(3)
Aksaray University (TR), Kayseri Eğitim ve Araştırma Hastanesi (TR), Kayseri Üniversitesi (TR)
Affordable and clean energy
Openalex Percentile: Top 19%
Grey System Theory Applications
0.98
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