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Forecasting annual electricity consumption in China by employing a conformable fractional grey model in opposite direction

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成果类型:
期刊论文
作者:
Xie, Wanli;Wu, Wen-Ze*;Liu, Chong;Zhao, Jingjie
通讯作者:
Wu, Wen-Ze
作者机构:
[Zhao, Jingjie; Xie, Wanli] Nanjing Normal Univ, Inst EduInfo Sci & Engn, Nanjing 210097, Peoples R China.
[Wu, Wen-Ze] Cent China Normal Univ, Sch Econ & Business Adm, Wuhan 430079, Peoples R China.
[Liu, Chong] Inner Mongolia Agr Univ, Sch Sci, Hohhot 010018, Peoples R China.
通讯机构:
[Wu, Wen-Ze] C
Cent China Normal Univ, Sch Econ & Business Adm, Wuhan 430079, Peoples R China.
语种:
英文
关键词:
Conformable fractional accumulation;Electricity consumption;Grey model;Quantum inspired evolutionary algorithm
期刊:
Energy
ISSN:
0360-5442
年:
2020
卷:
202
页码:
117682
基金类别:
Fundamental Research Funds for the Central Universities of ChinaFundamental Research Funds for the Central Universities [2019YBZZ062]
机构署名:
本校为通讯机构
院系归属:
经济与工商管理学院
摘要:
Electric power makes a significant contribution to economic development. Predicting annual electricity consumption is becoming increasingly crucial for electric power utility planning and economic development. To address this problem, a novel conformable fractional grey model in opposite direction is presented to predict annual electricity consumption in China. Firstly, the computational formulas for the novel model are deduced by grey modelling method and the effectiveness of the novel model is proved by matrix perturbation theory. Secondly, t...

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