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Discussing of subsidence monitor data processing methods based on improved GM (1, 1)

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成果类型:
期刊论文、会议论文
作者:
Huang, Changjun*;Cao, Yuanzhi;Hu, Limin;Zhou, Qingshan
通讯作者:
Huang, Changjun
作者机构:
[Hu, Limin; Huang, Changjun; Zhou, Qingshan; Cao, Yuanzhi] Hunan City Univ, Sch Municipal & Surveying Engn, Yiyang 413000, Hunan, Peoples R China.
通讯机构:
[Huang, Changjun] H
Hunan City Univ, Sch Municipal & Surveying Engn, Yiyang 413000, Hunan, Peoples R China.
语种:
英文
关键词:
Combination model;Forecast;GM (1,1) model;Linear regression;Series operator
期刊:
Applied Mechanics and Materials
ISSN:
1660-9336
年:
2012
卷:
204-208
页码:
2800-2805
会议名称:
International Conference on Civil, Architectural and Hydraulic Engineering (ICCAHE 2012)
会议论文集名称:
Applied Mechanics and Materials
会议时间:
AUG 10-12, 2012
会议地点:
Zhangjiajie, PEOPLES R CHINA
会议主办单位:
[Huang, Changjun;Cao, Yuanzhi;Hu, Limin;Zhou, Qingshan] Hunan City Univ, Sch Municipal & Surveying Engn, Yiyang 413000, Hunan, Peoples R China.
会议赞助商:
Changsha Univ Sci & Technol, Hunan Univ, Xiangtan Univ, Nanhua Univ, Hunan Univ Sci & Technol, Hunan City Univ
主编:
Yang, WJ Li, QS
出版地:
LAUBLSRUTISTR 24, CH-8717 STAFA-ZURICH, SWITZERLAND
出版者:
TRANS TECH PUBLICATIONS LTD
ISBN:
978-3-03785-484-6
机构署名:
本校为第一且通讯机构
院系归属:
市政与测绘工程学院
摘要:
Based on the grey system theory, through the analysis of the theory flaw of the GM (1,1) prediction model, taking into the linear trend and the exponential growth trend of the settlement monitoring data series, and using the sequence operator role to enhance the smoothness of the original sequence data, combined with the characteristics of GM (1,1) and the linear regression, this paper presents a new and improved combination forecasting mode. Compared the traditional model, the accuracy of the improved method has been greatly enhanced...

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