Decomposition of electricity consumption in China by primary component analysis

被引:0
|
作者
Yan Wang
Jian-min Zhang
Hang Guo
机构
[1] Sichuan University,College of Water Resource and Hydropower
[2] Sichuan University,State Key Laboratory of Hydraulics and Mountain River Engineering
[3] Chengdu Modern Agriculture Development and Investment Co.,undefined
[4] Ltd,undefined
关键词
Electricity consumption; Primary industry; Second industry; Tertiary industry; Population; Principle component analysis;
D O I
暂无
中图分类号
学科分类号
摘要
The empirical relationship between electricity consumption and gross domestic product, population, the product of primary industry, second industry, and tertiary industry are investigated. The strong multicollinearity among EC’s affecting factors does not meet the criteria of the ordinary least square regression (OLS) regression model. Principle component analysis is used to eliminate multicollinearity. Three principle components with no multicollinearity can explain 99.34 % of affecting factors’ variance. The three principle components seemed as independent, and EC seemed as dependent variables when OLS regression is employed. The results show that: gross domestic product, primary industrial production value, second industrial production value, and tertiary industrial production value codetermined the trend of electricity consumption, while the proportion of primary industrial production value, second industrial production value, and tertiary industrial production value and population codetermined the starting point and fluctuation of electricity consumption; the economic scale is the mainly affecting factors on electricity consumption; as some parts of electricity consumed by primary industry are not included in the state grid, there is an illusion that the primary industry can produce electricity.
引用
收藏
页码:2533 / 2540
页数:7
相关论文
共 50 条
  • [31] Spatiotemporal Dynamics of Electricity Consumption in China
    Jinghu Pan
    Junfeng Li
    Applied Spatial Analysis and Policy, 2019, 12 : 395 - 422
  • [32] Electricity consumption and economic growth in China
    Wang, HP
    Tian, P
    Jin, P
    2005 International Conference on Services Systems and Services Management, Vols 1 and 2, Proceedings, 2005, : 1331 - 1334
  • [33] On electricity consumption and economic growth in China
    Zhang, Chi
    Zhou, Kaile
    Yang, Shanlin
    Shao, Zhen
    RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2017, 76 : 353 - 368
  • [34] Spatiotemporal Dynamics of Electricity Consumption in China
    Pan, Jinghu
    Li, Junfeng
    APPLIED SPATIAL ANALYSIS AND POLICY, 2019, 12 (02) : 395 - 422
  • [35] Electricity consumption and economic activities in China
    Zhang, Xing-ping
    Gu, Rui
    Zhao, Xu
    2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 11724 - 11727
  • [36] Electricity consumption and economic growth in China
    Shiu, A
    Lam, PL
    ENERGY POLICY, 2004, 32 (01) : 47 - 54
  • [37] Analysis of China's Energy Consumption Results of a structural decomposition analysis
    Liu Chongming
    Yang Yang
    2010 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2010,
  • [38] Decomposition Analysis in Electricity Sector Output from Carbon Emissions in China
    Jiang, Xue-Ting
    Su, Min
    Li, Rongrong
    SUSTAINABILITY, 2018, 10 (09)
  • [39] Decomposition analysis on factors affecting electricity substitution in Guangdong province, China
    Chen, Haobo
    Liu, Shangyu
    Kuang, Yaoqiu
    Wang, Tonghe
    Shu, Jie
    Ma, Zetao
    IET CYBER-PHYSICAL SYSTEMS: THEORY & APPLICATIONS, 2023, 8 (04) : 307 - 326
  • [40] A social network analysis regarding electricity consumption and economic growth in China
    Liu, Da
    Zeng, Xiaomei
    Su, Bin
    Wang, Wenbo
    Sun, Kun
    Sadia, Umma Habiba
    JOURNAL OF CLEANER PRODUCTION, 2020, 274