Time series analysis;
Strain;
Optimization;
Sociology;
Predictive models;
Azimuth;
Deformation of the slope;
entire distribution optimization;
fuzzy time series;
mine;
ENROLLMENTS;
INTERVALS;
LENGTH;
D O I:
10.1109/ACCESS.2020.3027206
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
Because the deformation of the slope is affected by the stability of the underground structure, natural factors, and human factors, it is difficult for the traditional prediction model of the slope to accurately predict sudden changes. This paper proposes a method to predict the deformation of high and steep slopes based on the fuzzy time series and Entire Distribution Optimization. The division of the domain is optimized by the Entire Distribution Optimization, and the deformation of high and steep slopes is predicted by the fuzzy time series. The experimental results show that the fuzzy time series has a good predictive effect on the number of mutations, and the Entire Distribution Optimization avoids the one-sidedness of dividing the domain by mean, which improves the accuracy of the deformation forecasting model of the high and steep slope.
机构:
Univ Pablo de Olavide, Data Sci Lab, Seville, Spain
Univ Autonoma Chile, Temuco, Chile
Univ Hradec Kralove, Hradec Kralove, Czech RepublicUniv Pablo de Olavide, Data Sci Lab, Seville, Spain
Salmeron, Jose L.
Froelich, Wojciech
论文数: 0引用数: 0
h-index: 0
机构:
Univ Silesia, Inst Comp Sci, Sosnowiec, PolandUniv Pablo de Olavide, Data Sci Lab, Seville, Spain
机构:
Taiyuan Univ Technol, Coll Min Engn, Yingze West St 79, Taiyuan 030024, Peoples R China
Shanxi Prov Coal Based Resources Green & High Effi, Yingze West St 79, Taiyuan 030024, Peoples R ChinaTaiyuan Univ Technol, Coll Min Engn, Yingze West St 79, Taiyuan 030024, Peoples R China
Du, Sunwen
Song, Ruiting
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h-index: 0
机构:
Taiyuan Univ Technol, Coll Min Engn, Yingze West St 79, Taiyuan 030024, Peoples R China
Shanxi Prov Coal Based Resources Green & High Effi, Yingze West St 79, Taiyuan 030024, Peoples R ChinaTaiyuan Univ Technol, Coll Min Engn, Yingze West St 79, Taiyuan 030024, Peoples R China
Song, Ruiting
Qing, Qu
论文数: 0引用数: 0
h-index: 0
机构:
Opole Univ Technol, Fac Mech Engn, Opole, PolandTaiyuan Univ Technol, Coll Min Engn, Yingze West St 79, Taiyuan 030024, Peoples R China
Qing, Qu
Zhao, Zhiying
论文数: 0引用数: 0
h-index: 0
机构:
Taiyuan Univ Technol, Coll Min Engn, Yingze West St 79, Taiyuan 030024, Peoples R China
Shanxi Prov Coal Based Resources Green & High Effi, Yingze West St 79, Taiyuan 030024, Peoples R ChinaTaiyuan Univ Technol, Coll Min Engn, Yingze West St 79, Taiyuan 030024, Peoples R China
Zhao, Zhiying
Sun, Hailing
论文数: 0引用数: 0
h-index: 0
机构:
Taiyuan Univ Technol, Coll Min Engn, Yingze West St 79, Taiyuan 030024, Peoples R China
Shanxi Prov Coal Based Resources Green & High Effi, Yingze West St 79, Taiyuan 030024, Peoples R ChinaTaiyuan Univ Technol, Coll Min Engn, Yingze West St 79, Taiyuan 030024, Peoples R China
Sun, Hailing
Chen, Yanwei
论文数: 0引用数: 0
h-index: 0
机构:
Taiyuan Univ Technol, Coll Min Engn, Yingze West St 79, Taiyuan 030024, Peoples R China
Shanxi Prov Coal Based Resources Green & High Effi, Yingze West St 79, Taiyuan 030024, Peoples R ChinaTaiyuan Univ Technol, Coll Min Engn, Yingze West St 79, Taiyuan 030024, Peoples R China