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 Modeling the cyclic swelling pressure of mudrock using artificial neural networks

M. Moosavia, , , M.J. Yazdanpanahb and R. Doostmohammadia


References and further reading may be available for this article. To view references and further reading you must purchase this article.

 

aSchool of Mining Engineering, The University of Tehran, Iran

bControl Center of Excellence and Department of Electrical and Computer Engineering, The University of Tehran, Iran


Received 27 November 2005; 
revised 13 April 2006; 
accepted 4 July 2006. 
Available online 14 August 2006.

Abstract

The stochastic nature of the cyclic swelling behavior of mudrock and its dependence on a large number of interdependent parameters was modeled using Time Delay Neural Networks (TDNNs). This method has facilitated predicting cyclic swelling pressure with an acceptable level of accuracy where developing a general mathematical model is almost impossible. A number of total pressure cells between shotcrete and concrete walls of the powerhouse cavern at Masjed–Soleiman Hydroelectric Powerhouse Project, South of Iran, where mudrock outcrops, confirmed a cyclic swelling pressure on the lining since 1999. In several locations, small cracks are generated which has raised doubts about long term stability of the powerhouse structure. This necessitated a study for predicting future swelling pressure. Considering the complexity of the interdependent parameters in this problem, TDNNs proved to be a powerful tool. The results of this modeling are presented in this paper.

Keywords: Artificial neural networks; Time delay neural networks; Cyclic swelling pressure; Cyclic wetting and drying; Pressure cell

Dr Doosmohammadi ,... essay

|+| Written by Hossein Kamran haghighi in Wed 18 Feb 2009  |
 Finite Element Analysis for Excavations and Slopes



Phase2 7.0 is a powerful 2D elasto-plastic finite element stress analysis program for underground or surface excavations in rock or soil. It can be used for a wide range of engineering projects and includes support design, finite element slope stability and groundwater seepage analysis.



Complex, multi-stage models can be easily created and quickly analyzed, for example:  tunnels in weak or jointed rock, underground powerhouse caverns, open pit mines and slopes, embankments, MSE stabilized earth structures, and much more. Progressive failure, support interaction and a variety of other problems can be addressed.

Phase2 offers a wide range of support modeling options. Liner elements can be applied in the modeling of shotcrete, concrete, steel set systems, retaining walls, piles, multi-layer composite liners, geotextiles and more. New liner design tools include support capacity plots which allow you to determine the safety factor of reinforced liners. Bolt types include end anchored, fully bonded, cable bolts, split sets and grouted tiebacks.

One of the major features of Phase2 is finite element slope stability analysis using the shear strength reduction method. This option is fully automated and can be used with either Mohr-Coulomb or Hoek-Brown strength parameters. Slope models can be imported / exported between
Slide and Phase2 allowing easy comparison of limit equilibrium and finite element results.

Phase2 includes steady state, finite element groundwater seepage analysis built right into the program. There is no need to use a separate groundwater program. Pore pressure is determined as well as flow and gradient, based on user defined hydraulic boundary conditions and material conductivity. Pore pressure results are automatically incorporated into the stress analysis.

Material models for rock and soil include Mohr-Coulomb, Generalized Hoek-Brown and Cam-Clay. Powerful new analysis features for modeling jointed rock allow you to automatically generate discrete joint or fracture networks according to a variety of statistical models.

What's New in Phase2 7.0?
See Phase2 v7.0 Product Sheet
Evaluation copy available upon request


Features

  • Modeling
  • Mesh Generation
  • Field Stress
  • Loading
  • Material Properties
  • Bolt Support
  • Liner Support
  • Piles and Geosynthetics
  • Joints
  • Finite Element Slope Stability
  • Finite Element Groundwater Seepage
  • Groundwater (Pore Pressure)
  • Data Interpretation
  • Drawing Tools
  • Exporting Data and Images

  • Documentation


  • Minimum Requirements Suggested Requirements

  • 1 GHz Pentium Processor
  • Windows 98/Me/2000/XP/2003
  • 100MB of free hard disk space
  • 256MB memory (RAM)

  •  

  • 3 GHz Pentium Processor
  • Windows 2000/XP/2003
  • 80 GB hard Disk
  • 1GB memory (RAM)

  • http://www.rocscience.com
    |+| Written by Hossein Kamran haghighi in Thu 29 Jan 2009  |
     My Iran

     

     

    Mahan

    Mahan Summer Residing Places, Kerman

    The city of Mahan is located in the southeast of Kerman. At a distance of 6 km. from the south ...

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    Iran Tourism Attractions
    Randomly Selected Historical Places
    Historical PlacesOrumieh Bazaar, Orumieh

    article thumbnailThis ancient bazaar has an old and new texture present in the southeast corner of the city. The major construction is of brick work. Inspite of diversity of architecture of domes, ceilings and...
    + Full Story

    Historical PlacesZaman Khan Bridge, Shahr-e-Kord

    article thumbnailThis bridge has been constructed on the Zayandeh Rood River at the distance of 29 km northeast of Shahr-e-Kord. This bridge has been built by one of the tribal chieftains named Zaman Khan, and...
    + Full Story

    Historical PlacesTakht-e-Soleiman Complex (Azargoshnasb Fire Temple), Takab

    article thumbnailThe aggregate of the Takht-e-Soleiman monument is placed on a natural high land, about 20 m. above the surrounding plain. All the structural relics have been constructed within an oval shaped...
    + Full Story

    More Places...
    Randomly Selected Natural Attractions
    Natural AttractionsSistan Mountains, Zabol

    article thumbnail These mountains are the folds formed due to the pressure in a north - south direction. To the west of which is the wilderness or Loot Desert and to the east the plains of Sistan. The Palang...
    + Full Story

    Natural AttractionsTaftan Summit, Khash

    article thumbnail The mountainous area and Taftan peak is located in the southeast of Iran, and within a distance of 50 km. southeast of Khash city. This mountain embraces the Taftan volcano and is the tallest...
    + Full Story

    Natural AttractionsPlains and Deserts (Lut Desert - the vicinity of Shahdad), Kerman

    article thumbnailThe province of Kerman in respect to its relief and natural terrain, encompasses elevated plains and vast desert spaces. Some of these such as the plains and summer residing quarters are taken...
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    More Natural Attractions...
    Randomly Selected Wonderfull Villages
    Wonderfull VillagesAbyaneh Village

    article thumbnailAbyaneh One of the most attractive to visit in iran is in the village of ABYANE , which was completely Zoroastrian right until the time of the intolerant Safavid Shah Isma'eel I in whose reign...
    + Full Story

    Wonderfull VillagesTribal Area and Special Villages, West Azarbayjan

    Coming Soon The province of West Azarbayjan has its own special attractions regarding rural and tribal spaces or settlements. These are counted as valuable area for sight-seeing specially for tourists....
    + Full Story

    Wonderfull VillagesSalavat Abad Village, Sanandaj

    Coming SoonThe village of Salavat Abad or Naman is located 15 km. east of Sanandaj and the Salavat Abad River flows from the south. Altitudes such as Mount Kacheh Resh in the north west, mount Lul in the...
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    More Villages...
    Randomly Selected Religious Places
    Religious PlacesAstan-e-Qods Razavi Aggregate, Mashad

    article thumbnailThis forms the axis of the holy city of Mashad and is one of the most important and greatest ‘aggregates’ in the world of Islam. Its importance is due to the presence of the shrine of His...
    + Full Story

    Religious PlacesOther Old Mosques, Zanjan

    Coming SoonKhanum mosque in Zanjan and Sajas Jame' mosque in Khoda Bandeh.
    + Full Story

    Religious PlacesZanjan Jame' (Seyed) Mosque, Zanjan

    Coming Soon The Jame' Mosque and school of Zanjan is situated in the old part of the city. The said construction was erected by Abdollah Mirza Dara, or the eleventh offspring of Fathali Shah Qajar in...
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    More Places...
    Randomly Selected Art And Cultural Places
    Art And Cultural PlacesLocal Music and Dances, Zanjan

    Coming Soon  From ancient times the music of Azarbayjan owed its fame to the presence of the 'Ashiqs' who were self made artisans contributed to the local music by composing lyrics and displaying...
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    Art And Cultural PlacesLocal and Regional Foods, Zanjan

    Coming Soon In this respect, Zanjan province has an elaborate number of dishes, many of which can be traced down to the authentic villages and tribes. The various types of Aash are: Omaj Aashi, Soqan...
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    Art And Cultural PlacesHandicrafts and Souvenirs, Zanjan

    Coming Soon These plain knives and a variety of pocket knives and switch blades, carpets, 'Charoq' (a local type of women shoe) filigree work, silver and a variety of 'Kilim' (a coarse...
    + Full Story

    More Places...
    |+| Written by Hossein Kamran haghighi in Tue 29 Jul 2008  |
     Zanjan-Iran

    Katale Khor Cave
    Katale Khor Cave
    The most famous natural phenomena in Zanjan Province is Katale Khor Cave means " mount of Sun"

    It's situated at ~

    two hundred km south of Zanjan city & 410km away from Tehran.

     

    one hundred seventy milions years old in 7 store first 5 stores & 13km of this cave is explored.
    They believe this cave join to Ali Sadr cave in Hamedan province.

    first 2 km is ready for visitors.& a special way for Rock climbing.

    Click image to open!
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    Zanjan weather forecast

                 
    HUMIDITY: 62 %
    VISIBILITY: 9.99 KM
    PRESSURE: 0 MM
    SUNRISE: 6:11 am
    SUNSET: 8:33 pm
    TEMP: 31°C
    Day: Friday
    LOW: 17°C
    HIGH: 33°C
    Day: Saturday
    LOW: 17°C
    HIGH: 34°C
    Historical Places, Zanjan
     This famous edifice is located in Baba Jamal Choqoie Zanjan. It was constructed by two brothers named Mashad Akbar (an architect of those times) and Mashadi Esmail, (a mason). This construction...
     The said lies south west of the Cohan Dej (Royal citadel). It was constructed during the reign of Soltan Mohammad Khoda Bandeh (Oljaito) in the years 704-712 AH. This structure has 8 elevated...
     This Bazaar is located in the ancient network of the city and consists of two portions such as the Bazaar-e-Bala or upper section and the 'Bazaar-e-Paieen' or 'lower' section...
    Natural Attractions, Zanjan
     Ijrud in Zanjan, Khorood and Bozinehrood in Khoda Bandeh.

    The most famous natural phenomena in Zanjan Province is Katale Khor Cave means " mount of Sun"

    It's situated at ~120km south of Zanjan city & 410km away from...

    This river finds its source in the mountains of Kurdestan, and meandering through the winter residing quarters (Qishlaq) of the Afshar terrain, finds its way to the suburbs of Khoda Bandeh. Thereby...
    Religious Places, Zanjan
    Other mausoleums of Zanjan province worth mentioning are: Imamzadeh Mohammad, Imamzadeh Ebrahim, Imamzadeh Yahya, mausoleum of Peer Sakineh Khatoon and the Gol mausoleum of Abhar.
     The said mosque is located in the 'Lower' bazaar area and has been most probably constructed in the late Safavid era to early Qajar period. This mosque is divided into two parts named...
     This tomb is located in Sajas approximately 30 km. west of Soltanieh. The dome of this structure is unique in itself and the artistic finishes to it can be related to the Saljuqi era. In this...

     

     

    Art And Cultural Places,Zanjan
     These plain knives and a variety of pocket knives and switch blades, carpets, 'Charoq' (a local type of women shoe) filigree work, silver and a variety of 'Kilim' (a coarse...
      From ancient times the music of Azarbayjan owed its fame to the presence of the 'Ashiqs' who were self made artisans contributed to the local music by composing lyrics and displaying...
     In this respect, Zanjan province has an elaborate number of dishes, many of which can be traced down to the authentic villages and tribes. The various types of Aash are: Omaj Aashi, Soqan...

     

     

    From www.irantouronline.com
     
    |+| Written by Hossein Kamran haghighi in Fri 18 Jul 2008  |
     Mining books
     

    Wills' Mineral Processing Technology Photo

    Wills' Mineral Processing Technology

    Author: Barry Wills and Tim Napier-Munn


    Published by Butterworth Heinemann, in 2006
    488 pages, 1 volume
    Price: $ 89.00

    Prices are in US dollars





    Wills’ Mineral Processing Technology: An Introduction to the Practical Aspects of Ore Treatment and Mineral Recovery, 7th edition, provides practicing engineers and students of mineral processing, metallurgy, and mining a comprehensive overview of ore-processing techniques used in modern processing installations.

    This renowned book provides clear explanations of the principles and practices of mineral processing with examples from the practice. It highlights the latest technologies for the processing of increasingly complex refractory ore, new equipment, and process routes. It covers the developments and the challenges facing the mineral processor, particularly in regard to environmental challenges of improving the efficiency of existing processes as well as dealing with the waste.

    This edition has been prepared by the prestigious J K Minerals Research Centre of Australia, which contributes its world-class expertise, to ensure that this will continue to be the book of choice for professionals and students in the field.

    |+| Written by Hossein Kamran haghighi in Thu 17 Jul 2008
     Big Excavator
    |+| Written by Hossein Kamran haghighi in Thu 17 Jul 2008
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    |+| Written by Hossein Kamran haghighi in Wed 16 Jul 2008  |
     Mining -technalogy
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     go to ABB Switzerland Ltd
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    |+| Written by Hossein Kamran haghighi in Wed 16 Jul 2008  |
     Mining Books
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    |+| Written by Hossein Kamran haghighi in Wed 16 Jul 2008
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    |+| Written by Hossein Kamran haghighi in Wed 16 Jul 2008  |
     
     
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