Trend Analysis of 2011 China's Car Sales Volume and Carbon Emissions Based on Rough Set Theory

被引:0
|
作者
Li Yuansheng [1 ]
Yang Yang [1 ]
Fu Yanxiao [1 ]
Xu Xiangyang [1 ]
机构
[1] Beihang Univ, Sch Transportat Sci & Engn, Beijing 100191, Peoples R China
来源
EMERGING RESEARCH IN ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE | 2011年 / 237卷
关键词
carbon emissions; low carbon; Rough Set Theory; car sales volume; forecast;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
With the fast growth of Chinese economy and the society's progress, the environment issues in China begin to attract people's attention more and more. After United Nations Climate Change Conference in Copenhagen, Chinese begin to concern about the "carbon emissions" and the low carbon lifestyle. According to the expert's forecast, China's automobile industry's carbon emissions possibly occupy about 5% of total emissions. And the automobile industry of our country is developing quickly, its carbon emissions rate in total emissions will be more and more. In this paper, it's demonstrated that Rough Set Theory can find some potential knowledge by data analysis. Based on Rough Set Theory and the demand of prediction of car sales volume, a procedure of car sales forecast is proposed. Then automobile carbon emissions can be forecasted with obtained rules set and calculation of carbon emissions. The prediction is expected to have some effect on the establishment of Chinese twelfth five-year plan, especially the policy about the carbon emissions.
引用
收藏
页码:582 / 589
页数:8
相关论文
共 50 条
  • [1] Analysis of the data on the car market with the Rough Set Theory
    Yan Dan
    Wang Hu
    PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON INNOVATION & MANAGEMENT, VOLS I AND II, 2007, : 1419 - 1423
  • [2] Estimation and trend analysis of carbon emissions from forest fires in mainland China from 2011 to 2021
    Fan, Donglin
    Wang, Menghui
    Liang, Tianlong
    He, Hongchang
    Zeng, You
    Fu, Bolin
    ECOLOGICAL INFORMATICS, 2024, 81
  • [3] Data-driven car-following model based on rough set theory
    Hao, Shenxue
    Yang, Licai
    Shi, Yunfeng
    IET INTELLIGENT TRANSPORT SYSTEMS, 2018, 12 (01) : 49 - 57
  • [4] China's Carbon Emissions Forecast Based On the VAR Model
    Wu Puzhao
    Li Guangyong
    CONTEMPORARY INNOVATION AND DEVELOPMENT IN STATISTICAL SCIENCE, 2012, : 549 - +
  • [5] Spatiotemporal differentiation and trend prediction of carbon emissions in China's swine industry
    Zhang, Qingsong
    Chen, Liang
    Khan, Hassan Saif
    Zhang, Ziqing
    Li, Hua
    ECOLOGICAL INDICATORS, 2024, 166
  • [6] Carbon emissions, logistics volume and GDP in China: empirical analysis based on panel data model
    Guo, Xiaopeng
    Ren, Dongfang
    Shi, Jiaxing
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2016, 23 (24) : 24758 - 24767
  • [7] Carbon emissions, logistics volume and GDP in China: empirical analysis based on panel data model
    Xiaopeng Guo
    Dongfang Ren
    Jiaxing Shi
    Environmental Science and Pollution Research, 2016, 23 : 24758 - 24767
  • [8] Causation Analysis of Railway Traffic Accident Based on Rough Set Theory
    Jiao, Yonglan
    Sun, Bingzhen
    TRAFFIC AND TRANSPORTATION STUDIES, 2008, : 763 - 769
  • [9] Performance Analysis of Networked control system Based on Rough Set Theory
    Wang, JiHua
    Dong, Ling
    Bai, Yan
    ICICTA: 2009 SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION, VOL II, PROCEEDINGS, 2009, : 608 - +
  • [10] Rough set theory's application on intrusion detection based on system calls
    Wang, LJ
    Gao, C
    PROCEEDINGS OF THE 11TH JOINT INTERNATIONAL COMPUTER CONFERENCE, 2005, : 83 - 86