Skip to main content
Erschienen in: Geotechnical and Geological Engineering 2/2018

16.10.2017 | Original paper

An Approach to Obtain Saturated Hydraulic Conductivity of Reservoir Landslide

verfasst von: Zongxing Zou, Chengren Xiong, Yankun Wang, Huiming Tang, Jinge Wang

Erschienen in: Geotechnical and Geological Engineering | Ausgabe 2/2018

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The response of the seepage field to the reservoir water level change greatly depends on the saturated hydraulic conductivity of reservoir landslides, which plays a critical role in their evolution processes. Currently, in situ tests and laboratory tests are the main approaches to obtain hydraulic conductivity. However, both of these methods have obvious drawbacks (e.g., size and location limitations); thus, the test results cannot be directly adopted for solving many geotechnical engineering problems that are of great inhomogeneity. To overcome these drawbacks, a back-analysis approach is proposed in this paper to obtain the saturated hydraulic conductivity based on groundwater observation. This approach includes three main steps: (1) develop a saturated–unsaturated seepage model based on field investigation; (2) use the Generalized Regression Neural Networks method to establish a non-linear mapping relation between saturated hydraulic conductivities and groundwater levels; and (3) employ the Genetic Algorithm method to search for the optimum solution for hydraulic conductivity under which the calculated groundwater levels in the seepage model fit best with the observational groundwater levels. Furthermore, this approach is applied to back analyze the hydraulic conductivities of the riverside slump I# in the Huangtupo landslide, which is volumetrically the largest reservoir landslide in the Three Gorges Reservoir area in China. The observational groundwater levels that are used to back analyze the hydraulic conductivities are the result of a response of the whole landslide to the reservoir water level change. Consequently, this approach overcomes the aforementioned limitations in the tests, and the results provide more reliable references for studying reservoir landslides.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Chapuis RP, Chenaf D, Bussière B, Aubertin M, Crespo R (2001) A user’s approach to assess numerical codes for saturated and unsaturated seepage conditions. Can Geotech J 38(5):1113–1126CrossRef Chapuis RP, Chenaf D, Bussière B, Aubertin M, Crespo R (2001) A user’s approach to assess numerical codes for saturated and unsaturated seepage conditions. Can Geotech J 38(5):1113–1126CrossRef
Zurück zum Zitat Daniel DE (1989) In situ hydraulic conductivity tests for compacted clay. J Geotech Eng 115(9):1205–1226CrossRef Daniel DE (1989) In situ hydraulic conductivity tests for compacted clay. J Geotech Eng 115(9):1205–1226CrossRef
Zurück zum Zitat Deng QL, Zhu ZY, Cui ZQ, Wang XP (2000) Mass rock creep and landsliding on the Huangtupo slope in the reservoir area of the Three Gorges Project, Yangtze River, China. Eng Geol 58(1):67–83CrossRef Deng QL, Zhu ZY, Cui ZQ, Wang XP (2000) Mass rock creep and landsliding on the Huangtupo slope in the reservoir area of the Three Gorges Project, Yangtze River, China. Eng Geol 58(1):67–83CrossRef
Zurück zum Zitat Garg A, Garg A, Tai K et al (2014) Estimation of pore water pressure of soil using genetic programming. Geotech Geol Eng 32(4):765–772CrossRef Garg A, Garg A, Tai K et al (2014) Estimation of pore water pressure of soil using genetic programming. Geotech Geol Eng 32(4):765–772CrossRef
Zurück zum Zitat Gen M, Cheng R (2000) Genetic algorithms and engineering optimization. Wiley, New York Gen M, Cheng R (2000) Genetic algorithms and engineering optimization. Wiley, New York
Zurück zum Zitat Hannan SA, Manza RR, Ramteke RJ (2010) Generalized regression neural network and radial basis function for heart disease diagnosis. Int J Comput Appl 7(13):7–13 Hannan SA, Manza RR, Ramteke RJ (2010) Generalized regression neural network and radial basis function for heart disease diagnosis. Int J Comput Appl 7(13):7–13
Zurück zum Zitat Holland JH (1975) Adaptation in natural and artificial systems: an introductory analysis with applications to biology, control, and artificial intelligence. University of Michigan Press, Ann Arbor Holland JH (1975) Adaptation in natural and artificial systems: an introductory analysis with applications to biology, control, and artificial intelligence. University of Michigan Press, Ann Arbor
Zurück zum Zitat Hu X, Tang H, Li C, Sun R (2012) Stability of Huangtupo riverside slumping mass II# under water level fluctuation of Three Gorges Reservoir. J Earth Sci 23:326–334CrossRef Hu X, Tang H, Li C, Sun R (2012) Stability of Huangtupo riverside slumping mass II# under water level fluctuation of Three Gorges Reservoir. J Earth Sci 23:326–334CrossRef
Zurück zum Zitat Jian WX, Xu Q, Wu H, Tong LY (2014) Study of unsaturated hydraulic parameters of Huangtupo landslide in Three Gorges Reservoir Area. Rock Soil Mech 35(12):3517–3522 Jian WX, Xu Q, Wu H, Tong LY (2014) Study of unsaturated hydraulic parameters of Huangtupo landslide in Three Gorges Reservoir Area. Rock Soil Mech 35(12):3517–3522
Zurück zum Zitat Kim B, Lee DW, Kwon KH (2004) Prediction of etch microtrenching using a neural network. J Appl Phys 96(7):3612–3616CrossRef Kim B, Lee DW, Kwon KH (2004) Prediction of etch microtrenching using a neural network. J Appl Phys 96(7):3612–3616CrossRef
Zurück zum Zitat Kulkarni SG, Chaudhary AK, Nandi S et al (2004) Modeling and monitoring of batch processes using principal component analysis (PCA) assisted generalized regression neural networks (GRNN). Biochem Eng J 18(3):193–210CrossRef Kulkarni SG, Chaudhary AK, Nandi S et al (2004) Modeling and monitoring of batch processes using principal component analysis (PCA) assisted generalized regression neural networks (GRNN). Biochem Eng J 18(3):193–210CrossRef
Zurück zum Zitat Lu N, Godt JW (2013) Hillslope hydrology and stability. Cambridge University Press, CambridgeCrossRef Lu N, Godt JW (2013) Hillslope hydrology and stability. Cambridge University Press, CambridgeCrossRef
Zurück zum Zitat Mualem Y (1976) Hysteretical models for prediction of the hydraulic conductivity of unsaturated porous media. Water Resour Res 12(6):1248–1254CrossRef Mualem Y (1976) Hysteretical models for prediction of the hydraulic conductivity of unsaturated porous media. Water Resour Res 12(6):1248–1254CrossRef
Zurück zum Zitat Phanikumar BR, Shankar MU (2016) Studies on hydraulic conductivity of fly ash-stabilised expansive clay liners. Geotech Geol Eng 34(2):449–462CrossRef Phanikumar BR, Shankar MU (2016) Studies on hydraulic conductivity of fly ash-stabilised expansive clay liners. Geotech Geol Eng 34(2):449–462CrossRef
Zurück zum Zitat Soni AK, Manwatkar B (2015) Seepage modeling for a large open pit coal mine in India. Geotech Geol Eng 33(4):997–1007CrossRef Soni AK, Manwatkar B (2015) Seepage modeling for a large open pit coal mine in India. Geotech Geol Eng 33(4):997–1007CrossRef
Zurück zum Zitat Specht DF (1991) A general regression neural network. IEEE Trans Neural Netw 2(6):568–576CrossRef Specht DF (1991) A general regression neural network. IEEE Trans Neural Netw 2(6):568–576CrossRef
Zurück zum Zitat Tang H, Li C, Hu X, Wang L et al (2015) Deformation response of the Huangtupo landslide to rainfall and the changing levels of the Three Gorges Reservoir. Bull Eng Geol Environ 74(3):933–942CrossRef Tang H, Li C, Hu X, Wang L et al (2015) Deformation response of the Huangtupo landslide to rainfall and the changing levels of the Three Gorges Reservoir. Bull Eng Geol Environ 74(3):933–942CrossRef
Zurück zum Zitat The Ministry of Water Resources of People’s Republic of China (1999) The code for water resources and hydropower engineering geological investigation in China. China Plan Press, Beijing The Ministry of Water Resources of People’s Republic of China (1999) The code for water resources and hydropower engineering geological investigation in China. China Plan Press, Beijing
Zurück zum Zitat Van Genuchten MT (1980) A closed-form equation for predicting the hydraulic conductivity of unsaturated soils. Soil Sci Soc Am J 44(5):892–898CrossRef Van Genuchten MT (1980) A closed-form equation for predicting the hydraulic conductivity of unsaturated soils. Soil Sci Soc Am J 44(5):892–898CrossRef
Zurück zum Zitat Wang GG, Shan S (2007) Review of metamodeling techniques in support of engineering design optimization. J Mech Des 129(4):370–380CrossRef Wang GG, Shan S (2007) Review of metamodeling techniques in support of engineering design optimization. J Mech Des 129(4):370–380CrossRef
Zurück zum Zitat Wang JE, Xiang W, Lu N (2014) Landsliding triggered by reservoir operation: a general conceptual model with a case study at Three Gorges Reservoir. Acta Geotech 9(5):771–788CrossRef Wang JE, Xiang W, Lu N (2014) Landsliding triggered by reservoir operation: a general conceptual model with a case study at Three Gorges Reservoir. Acta Geotech 9(5):771–788CrossRef
Zurück zum Zitat Wei JB, Deng JH, Gao CY et al (2008) Unsaturated seepage analysis and back analysis of permeability coefficient for Xietan landslide in Three Gorges Reservoir area. Rock Soil Mech 29(8):2262–2266 Wei JB, Deng JH, Gao CY et al (2008) Unsaturated seepage analysis and back analysis of permeability coefficient for Xietan landslide in Three Gorges Reservoir area. Rock Soil Mech 29(8):2262–2266
Zurück zum Zitat Yao W, Zeng Z, Lian C, Tang H (2015) Training enhanced reservoir computing predictor for landslide displacement. Eng Geol 188:101–109CrossRef Yao W, Zeng Z, Lian C, Tang H (2015) Training enhanced reservoir computing predictor for landslide displacement. Eng Geol 188:101–109CrossRef
Zurück zum Zitat Zhong D, Hu N, Cheng Z, Lü P, Tong D (2016) 3D finite element analysis of TBM water diversion tunnel segment coupled with seepage field. Trans Tianjin Univ 22:35–42CrossRef Zhong D, Hu N, Cheng Z, Lü P, Tong D (2016) 3D finite element analysis of TBM water diversion tunnel segment coupled with seepage field. Trans Tianjin Univ 22:35–42CrossRef
Zurück zum Zitat Zhou M, Sun SD (1999) genetic algorithms: theory and applications. National Defend Industry Press, Beijing Zhou M, Sun SD (1999) genetic algorithms: theory and applications. National Defend Industry Press, Beijing
Metadaten
Titel
An Approach to Obtain Saturated Hydraulic Conductivity of Reservoir Landslide
verfasst von
Zongxing Zou
Chengren Xiong
Yankun Wang
Huiming Tang
Jinge Wang
Publikationsdatum
16.10.2017
Verlag
Springer International Publishing
Erschienen in
Geotechnical and Geological Engineering / Ausgabe 2/2018
Print ISSN: 0960-3182
Elektronische ISSN: 1573-1529
DOI
https://doi.org/10.1007/s10706-017-0385-7

Weitere Artikel der Ausgabe 2/2018

Geotechnical and Geological Engineering 2/2018 Zur Ausgabe