Prediction of Air Quality Based on Hybrid Grey Double Exponential Smoothing Model
Joint Authors
Source
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-07-26
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
To predict the concentration of air pollutants accurately, conformable fractional accumulation grey double exponential smoothing and adjacent accumulation grey double exponential smoothing are proposed, respectively.
A hybrid model with conformable fractional accumulation and adjacent accumulation is proposed to further improve the prediction accuracy.
The hybrid model is applied to the prediction of AQI, PM2.5, and PM10.
Compared with the traditional double exponential smoothing model, the new model has a higher prediction accuracy.
American Psychological Association (APA)
Xu, Zhicun& Dun, Meng& Wu, Lifeng. 2020. Prediction of Air Quality Based on Hybrid Grey Double Exponential Smoothing Model. Complexity،Vol. 2020, no. 2020, pp.1-13.
https://search.emarefa.net/detail/BIM-1145573
Modern Language Association (MLA)
Xu, Zhicun…[et al.]. Prediction of Air Quality Based on Hybrid Grey Double Exponential Smoothing Model. Complexity No. 2020 (2020), pp.1-13.
https://search.emarefa.net/detail/BIM-1145573
American Medical Association (AMA)
Xu, Zhicun& Dun, Meng& Wu, Lifeng. Prediction of Air Quality Based on Hybrid Grey Double Exponential Smoothing Model. Complexity. 2020. Vol. 2020, no. 2020, pp.1-13.
https://search.emarefa.net/detail/BIM-1145573
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1145573