Application of Chaotic Phase Space Reconstruction into Nonlinear Time Series Prediction in Deep Rock Mass
文献类型：会议论文
| 作者 | Kang, Yong1,2; Li, Xiaohong1; Lu, Yiyu1; Yang, Chunhe2 |
| 出版日期 | 2008 |
| 会议日期 | OCT 18-20, 2008 |
| 会议地点 | Jinan, PEOPLES R CHINA |
| 关键词 | Chaotic phase space reconstruction Nonlinear time series prediction Deep rock mass |
| DOI | 10.1109/FSKD.2008.423 |
| 页码 | 593 |
| 英文摘要 | Deep rock mass is well known as a highly complex nonlinear dynamic system, the present deformation forecasting methods still remains low precise. Thanks to chaos theory, these problems can be well solved through reconstructing chaotic phase space. In the paper, deformation behavior and its property such as insane, sensitive dependence on initial conditions were analyzed. Then a new forecasting method based on chaotic phase space reconstruction for nonlinear time series were brought out and applied in the displacement forecasting of surrounding rocks in Tongyu tunnel. Compared with traditional models, this model was proved not only accurate but of less workload, what's more, easy to handle. Through which, The vital information can be arrived to find the rational time of re-supporting surrounding rocks, and to take measures to prevent or minimize disasters incused by surrounding rock failure. |
| 会议录 | FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 5, PROCEEDINGS
 |
| 会议录出版者 | IEEE COMPUTER SOC |
| 会议录出版地 | LOS ALAMITOS |
| 语种 | 英语 |
| WOS研究方向 | Computer Science ; Engineering ; Mathematics |
| WOS记录号 | WOS:000264270500109 |
| 源URL | [http://119.78.100.198/handle/2S6PX9GI/4485]  |
| 专题 | 岩土力学所知识全产出_会议论文 国家重点实验室知识产出_会议论文 |
| 作者单位 | 1.Chongqing Univ, Minist Educ, Key Lab Exploitat SW Resources & Environm Disaste; 2.Chinese Acad Sci, Inst Rock & Soil Mech |
| 推荐引用方式 GB/T 7714 | Kang, Yong,Li, Xiaohong,Lu, Yiyu,et al. Application of Chaotic Phase Space Reconstruction into Nonlinear Time Series Prediction in Deep Rock Mass[C]. 见:. Jinan, PEOPLES R CHINA. OCT 18-20, 2008. |
入库方式： OAI收割
来源：武汉岩土力学研究所
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