Dynamic prediction of building subsidence deformation with data-based mechanistic self-memory model

Chinese Science Bulletin

Volumn 57, Issue 26, 2012, Pages 3430-3435

  Wang, Wei ^a   Su, JingYu ^a   Hou, BenWei ^a   Tian, Jie ^a   Ma, DongHui ^a  

^a BEIJING UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

building subsidence deformation; data based mechanistic; dynamic prediction; retrieved modeling; self memorization equation

Indexed keywords

EID: 84865812046     PISSN: 10016538     EISSN: 18619541     Source Type: Journal    
DOI: 10.1007/s11434-012-5386-6     Document Type: Article

References (50)

1. Qi K. Analyzing architecture articles. Sci China Tech Sci, 2010, 53: 1739-1742.
2. Zhou Y, Sun Y N. Basic study on architectural planning of psychiatric hospital. Sci China Tech Sci, 2010, 53: 1755-1767.
3. Ding X Y. Generative computer simulation for parallel layout of multi-story row house cluster. Sci China Tech Sci, 2010, 53: 1785-1791.
4. Yang J Y, Chen W. Research on the evaluation model of the modernization level of urban construction in Jiangsu Province, China. Sci China Tech Sci, 2010, 53: 2510-2514.
5. Zhang H, Leimer H P. Low energy certificate - An exploration on optimization and evaluation of energy-efficient building envelope. Sci China Tech Sci, 2011, 54: 1639-1644.
6. Wang J G, Zhang Y, Feng H. A decision-making model of development intensity based on similarity relationship between land attributes intervened by urban design. Sci China Tech Sci, 2010, 53: 1743-1754.
7. Weng J, Hu Y K, Ying W. Study on calculation model of road lighting visibility. Sci China Tech Sci, 2010, 53: 1768-1773.
8. Zhao Y Z, Wu S X, Qiu J Z, et al. Sound intensity radiated by Gaohu. Sci China Tech Sci, 2010, 53: 1792-1797.
9. Tian W, Song W G, Lü W, et al. Experiment and analysis on microscopic characteristics of pedestrian movement in building bottleneck. Sci China Tech Sci, 2011, 54: 1730-1736.
10. Liu G H, Guo W, Li H N. An effective and practical method for solving an unnegligible problem inherent in the current calculation model for multi-support seismic analysis of structures. Sci China Tech Sci, 2010, 53: 1774-1784.
11. Wang D, Li J. Physical random function model of ground motions for engineering purposes. Sci China Tech Sci, 2011, 54: 175-182.
12. Li D S, Hu Q, Ou J P, et al. Fatigue damage characterization of carbon fiber reinforced polymer bridge cables: Wavelet transform analysis for clustering acoustic emission data. Sci China Tech Sci, 2011, 54: 379-387.
13. Li X C, Wang Y X, Li G W, et al. Experimental investigation of vortex-induced vibrations of long free spans near seabed. Sci China Tech Sci, 2011, 54: 698-704.
14. Ye J H, Zhang Z Q, Chu Y. Strength behavior and collapse of spatial-reticulated structures under multi-support excitation. Sci China Tech Sci, 2011, 54: 1624-1638.
15. Rong H, Qian C X, Wang R X. A cementation method of loose particles based on microbe-based cement. Sci China Tech Sci, 2011, 54: 1722-1729.
16. Li H J, Wang J R, Hu S-L J, et al. Model updating based on incomplete modal data. Sci China Tech Sci, 2011, 54: 1737-1747.
17. Chun Q, Yue Z, Pan J W. Experimental study on seismic characteristics of typical mortise-tenon joints of Chinese southern traditional timber frame buildings. Sci China Tech Sci, 2011, 54: 2404-2411.
18. Xu S L, Yu W T, Song S D. Numerical simulation and experimental study on electrothermal properties of carbon/glass fiber hybrid textile reinforced concrete. Sci China Tech Sci, 2011, 54: 2421-2428.
19. Gu M, Quan Y. Across-wind loads and effects of super-tall buildings and structures. Sci China Tech Sci, 2011, 54: 2531-2541.
20. Teng J, Li Z H, Ou J P, et al. Fiber damage analysis model for RC beam-column based on EEP super-convergent computation. Sci China Tech Sci, 2011, 54: 2542-2548.
21. Lu X, Lu X Z, Zhang W K, et al. Collapse simulation of a super high-rise building subjected to extremely strong earthquakes. Sci China Tech Sci, 2011, 54: 2549-2560.
22. Hu R, Chen Y F, Zhou C B. Modeling of coupled deformation, water flow and gas transport in soil slopes subjected to rain infiltration. Sci China Tech Sci, 2011, 54: 2561-2575.
23. Chen W C, Song L L, Zhi S Q, et al. Analysis on gust factor of tropical cyclone strong wind over different underlying surfaces. Sci China Tech Sci, 2011, 54: 2576-2586.
24. Li Z N, Luo D F, Shi W H, et al. Field measurement of wind-induced stress on glass facade of a coastal high-rise building. Sci China Tech Sci, 2011, 54: 2587-2596.
25. Yang Q S, Tan F, Wang X F. Loading and wrinkling analysis of membrane structures. Sci China Tech Sci, 2011, 54: 2597-2604.
26. Bai J L, Ou J P. Seismic failure mode improvement of RC frame structure based on multiple lateral load patterns of pushover analyses. Sci China Tech Sci, 2011, 54: 2825-2833.
27. Ye J H, Liu W Z, Pan R. Research on failure scenarios of domes based on form vulnerability. Sci China Tech Sci, 2011, 54: 2834-2853.
28. Liu H W, Zhang S J, Chen J, et al. Simulation analysis theory and experimental verification of air-cushion isolation control of high concrete dams. Sci China Tech Sci, 2011, 54: 2854-2868.
29. Tian Y J, Yang Q S, Yang N, et al. Statistical spectrum model of wind velocity at Beijing Meteorological Tower. Sci China Tech Sci, 2011, 54: 2869-2877.
30. Ye X G, Wang D C. Selection of real earthquake accelerograms for structural dynamic analysis and energy evaluation. Sci China Tech Sci, 2011, 54: 2878-2885.
31. Zheng S S, Wang B, Li L, et al. Study on seismic damage of SRHSC frame columns. Sci China Tech Sci, 2011, 54: 2886-2895.
32. Deng Y, Ding Y L, Li A Q, et al. Fatigue reliability assessment for bridge welded details using long-term monitoring data. Sci China Tech Sci, 2011, 54: 3371-3381.
33. Ju Y, Liu H B, Liu J H, et al. Investigation on thermophysical properties of reactive powder concrete. Sci China Tech Sci, 2011, 54: 3382-3403.
34. Zhang X J, Xiong C H, Ding Y, et al. Variable-step integration method for milling chatter stability prediction with multiple delays. Sci China Tech Sci, 2011, 54: 3137-3154.
35. Sun Z X, Pang Y Q, Hang T. Application of improved grey model for forecasting subsidence of the engineering buildings (in Chinese). Eng Survey Map, 2010, 19: 59-62.
36. Wang J G, Hu Y H. The integrated forecasting of building subsidence based on least square support vector machine regression (in Chinese). Sci Survey Map, 2010, 35: 96-97.
37. Liu D F, Wei X L, Sheng H Z. Prediction of remnant volatile matter in the semicokes from coal partial gasification. Sci China Tech Sci, 2011, 54: 3017-3021.
38. Gao Y L, Pan J Y, Ji G L, et al. A time-series modeling method based on the boosting gradient-descent theory. Sci China Tech Sci, 2011, 54: 1325-1337.
39. Zhu Y F, Yang C X, Chen X M. Prediction of building settlement based on genetic algorithms (in Chinese). J Liaoning Tech Univ, 2007, 26: 225-227.
40. Bi L Z. Chaos theory's application in the construction's deformation forecasting (in Chinese). Dissertation of Master Degree. Xi'an: Chang'an University, 2009.
41. Song B, Lee C H. A Favré averaged transition prediction model for hypersonic flows. Sci China Tech Sci, 2010, 53: 2049-2056.
42. Phienwej N, Thepparak S, Giao P H. Prediction of differential settlement of buildings induced by land subsidence from deep well pumping. Geotech Eng, 2005, 36: 69-75.
43. Chen X D, Xia J, Xu Q. Differential Hydrological Grey Model (DHGM) with self-memory function and its application to flood forecasting. Sci China Tech Sci, 2009, 52: 1039-1049.
44. Ran Z. Multiscales and cascading in isotropic turbulence. Chin Sci Bull, 2011, 56: 2889-2892.
45. Yang G T. Computational explosion mechanics and related progress. Chin Sci Bull, 2011, 56: 3610-3613.
46. Cai G Q, Zhao C G, Liu Y, et al. Volume change behavior of unsaturated soils under non-isothermal conditions. Chin Sci Bull, 2011, 56: 2495-2504.
47. Cao H X. Memorial Dynamics of Systems-Forecasting and Computation Application (in Chinese). Beijing: Geological Publishing House, 2002.
48. Zhang S H, Huang Q, Sun T R. The study on system self-memory model of hydrologic time series (in Chinese). J Northwest A& F Univ (Nat Sci), 2006, 34: 221-225.
49. Liu X P, Xie X B, Luo Y Z. Self-memorization model of dynamic system for predicting nonlinear displacement of slopes (in Chinese). Chin J Geotech Eng, 2010, 32: 1535-1542.
50. Feng G L, Cao H X, Gao X Q, et al. Prediction of precipitation during summer monsoon with self-memorial model. Adv Atmos Sci, 2001, 18: 701-709.