Research on Influence Factors of Strata Classification Based on Fuzzy Cluster Analysis and Fuzzy Pattern Recognition

Shuang Yue Liu; Li Na Chen

doi:10.4028/www.scientific.net/AMR.594-597.2843

Paper Titles

Prediction on Sound Insulation to a Single-Leaf Wall
p.2824

Prediction on the Sound Insulation of a Double -Leaf Lightweight Panels
p.2828

The Structural Refinement and Vibration Analysis of Apparatus Based on Inertia Benchmark for Measuring Road Roughness
p.2832

Experimental Research on the Heat Transfer Characteristics of Electrorheological Fluid Shock Absorber
p.2836

Research on Influence Factors of Strata Classification Based on Fuzzy Cluster Analysis and Fuzzy Pattern Recognition
p.2843

Research of Ship-Bridge Collision early Warning on the Basis of Fuzzy Neural Networks
p.2847

Analyzing the Influence of Road Reflection Crack on Pavement Structure under Transportation Loads through ANSYS
p.2853

Design and Implementation of 2-3-DimensionTransformation for Last with Rhino Developer Platform
p.2858

Research on Visualization of 3D Modeling of Hydropower Project Based on NURBS
p.2863

HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 594-597Research on Influence Factors of Strata...

Research on Influence Factors of Strata Classification Based on Fuzzy Cluster Analysis and Fuzzy Pattern Recognition

Abstract:

Traditionally, it is usually depended on engineers’ personal experience and habits to establish the strata layers on the basis of the original data when they doing the desk studies of a site investigation work, which are greatly subjective and nondeterministic. A method in combining the fuzzy cluster analysis and fuzzy pattern recognition is presented to classify stratum. Firstly, the sample integration is classified by adopting clustering analysis method. The fuzzy model is set up for different degree. Afterwards, the undetermined forecasting sample is predicted by applying fuzzy pattern recognition. Through actual validation, the reliability of the prediction is tested and verified.

You might also be interested in these eBooks

Advances in Industrial and Civil Engineering

View Preview

Info:

Periodical:

Advanced Materials Research (Volumes 594-597)

Pages:

2843-2846

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.594-597.2843

Citation:

Cite this paper

Online since:

November 2012

Authors:

Shuang Yue Liu, Li Na Chen

Keywords:

Fuzzy Cluster Analysis, Fuzzy Pattern Recognition, Strata Classification

Export:

RIS, BibTeX

Price:

Permissions CCC:

Request Permissions

Permissions PLS:

Request Permissions

Сopyright:

Citation:

References

[1] Peng Zhang, Zaiming Zhang, Yuyou Yang, Pengfei Hu. Application of fuzzy cluster to geotechnical stratum analysis. Rock and Soil Mechanics.2009,8.30(8)2348-2352

Google Scholar

[2] Zixu Zhang, Gaofeng Liu, Runsheng Lv, etal. Regional forecast of coal and gas burst based on fuzzy pattern recognition [J]. JOURNAL OF CHINA COAL SOCIETY,2007, 32(6):592-595.

Google Scholar

[3] Tiehua Chen, Qijuan Chen. Fuzzy clustering analysis based vibration fault diagnosis of hydroelectric generating unit [J]. Proceedings of the CSEE,2002 (22)3:43-47.

Google Scholar

[4] Wei Wang, Yongbo Zhang, Hao Ye, et al. Fuzzy cluster analysis of soft rocks in inner Mongolia[J]. Journal of Jilin University(Earth Science Edition),2009,39(6):1168-1172.

Google Scholar

[5] Jijian Xie, Chengping Liu. Fuzzy mathematical method and its application[M]. Wuchang: Huazhong University of Science and Technology Press, 2000.

Google Scholar

[6] Shouyu Chen. Fuzzy recognition theoretical model[J]. The Journal of Fuzzy Mathematics,1993, 1(2):261-269.

Google Scholar