Air quality prediction and analysis based on GM (1,1) model

被引:0
|
作者
Zhang, Bo [1 ]
Wu, C. D. [1 ]
机构
[1] Jiangsu Univ Zhejiang, Sch Environm, Zhenjiang, Jiangsu, Peoples R China
关键词
GM (1,1) model; air pollutants; concentration; grey prediction; Zhenjiang City;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In order to predict air quality in the near future based on the air quality monitoring data of Zhenjiang City from 2003 to 2006, the grey prediction GM (1, 1) model was established by use of grey system theory. The concentration of the three common air pollutants including SO2, NO2, and PM10 were predicted from 2007 to 2010. Its accuracy and feasibility were examined by comparing the monitoring data with the predictive value of the grey Prediction GM (1, 1) model from 2063 to 2006, and its accuracy meted the requirement after checking. The air pollutants concentration being predicted from 2007 to 2010 according to the GM (1, 1) model, the results showed that the air quality of Zhenjiang City in next few years would been improving little by little, and the concentration of air pollutants will be gradually declining and reach the grade 2 of national air quality standard China.
引用
收藏
页码:619 / 623
页数:5
相关论文
共 50 条
  • [1] Piecewise Analysis and Prediction of Spring Flow Based ON GM(1,1) Model
    Hao, Yonghong
    Zhang, Lixia
    Wei, Ting
    Wang, Xuemeng
    ADVANCES IN GREY SYSTEMS RESEARCH, 2010, : 153 - +
  • [2] Gray Prediction of Air Pollutants in Beijing Based on Improved Residual GM (1,1) Model
    Shao, Yong
    Zhang, Yang
    Yan, Changshun
    PROCEEDINGS OF THE 2016 4TH INTERNATIONAL CONFERENCE ON MACHINERY, MATERIALS AND INFORMATION TECHNOLOGY APPLICATIONS, 2016, 71 : 227 - 233
  • [3] Study on POPs Emissions Prediction Based on GM(1,1) Model
    Li, Xing-kuo
    Huang, Shun-xiang
    Zhou, Jian-mei
    Liu, Feng
    FUZZY INFORMATION AND ENGINEERING, VOLUME 2, 2009, 62 : 1639 - 1644
  • [4] Power Investment Prediction Based on the Improved GM(1,1) Model
    Lin, Shuang-qing
    Wang, Rui
    Li, Ming-wei
    Zhou, Jian-jia
    Deng, Yan
    Luo, Tao
    Zhang, Ji-yang
    2018 INTERNATIONAL CONFERENCE ON ELECTRICAL, CONTROL, AUTOMATION AND ROBOTICS (ECAR 2018), 2018, 307 : 586 - 590
  • [5] A Modified Unbiased GM(1,1) Prediction Model based EEMD
    Jiang, Haixu
    Zhang, Ke
    Wang, Jingyu
    Yang, Tianshe
    2016 IEEE CHINESE GUIDANCE, NAVIGATION AND CONTROL CONFERENCE (CGNCC), 2016, : 2027 - 2031
  • [6] Based on the Gray GM (1,1) Prediction Model of Pig Disease
    Ma, Yanying
    Li, Xiuzhen
    Wang, Xue
    PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON ELECTRONIC, MECHANICAL, INFORMATION AND MANAGEMENT SOCIETY (EMIM), 2016, 40 : 1594 - 1597
  • [7] Prediction and analysis of trend of Environment Protection Investment Index based on GM (1,1) model
    Guo Zhi-da
    ADVANCES IN MANAGEMENT OF TECHNOLOGY, PT 2, 2008, : 281 - 285
  • [8] Track Quality Prediction Based on Center Approach Markov-Grey GM(1,1) Model
    Liu, Feng
    Wei, Xiukun
    Liu, Yan
    Yin, Xianxian
    2014 IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION (ICIA), 2014, : 81 - 86
  • [9] Research of Coal Resources Reserves Prediction Based on GM (1,1) Model
    Xiao, Jiancheng
    2017 3RD INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND MATERIAL APPLICATION (ESMA2017), VOLS 1-4, 2018, 108
  • [10] Water Demand Prediction of Grey Markov Model Based on GM(1,1)
    Li, Hang
    Zhang, Chi
    Miao, Dong
    Wang, Tong
    Feng, Yang
    Fu, Hao
    Zhang, Chunsheng
    Zhao, Ming
    Proceedings of the 2016 3rd International Conference on Mechatronics and Information Technology (ICMIT), 2016, 49 : 524 - 529