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Studying the deformation and stability of rock mass surrounding the power station caverns using NA and GEP models

  • Rajabi, Morteza (Department of Mining Engineering, Shahid Bahonar University of Kerman) ;
  • Rahmannejad, Reza (Department of Mining Engineering, Shahid Bahonar University of Kerman) ;
  • Rezaei, Mohammad (Department of Mining Engineering, Faculty of Engineering, University of Kurdistan)
  • Received : 2019.07.29
  • Accepted : 2021.05.11
  • Published : 2021.07.10

Abstract

In this research, an optimum equation is proposed for displacement estimation at the key point and key zone of powerhouse cavern sidewall in elasto-plastic condition based on the numerical experiments. Moreover, a new predictive equation is suggested to predict occurred displacement at the key point using the gene expression programming (GEP). Based on the numerical analyses (NA), the location of key point on the reciprocal longitudinal walls of the powerhouse cavern is studied. It was specified that for cavern with 33×52 m cross section, key point might be placed on the rock sidewall (left wall) or on the pillar side (right wall) of cavern. On the other hand, for cavern with 18×30 m cross section in various geo-engineering conditions, the key point was located on the rock sidewall. Verification of the proposed equations (from NA and GEP) were conducted using some case studies measurements which proved a good agreement of the new equations with the real values and showed the higher accuracy compared to the similar available equation. Finally, using warning levels of tunnel stability loss proposed by Sakurai, a new a system classification scheme is proposed for key point surrounding the powerhouse cavern based on the critical displacement.

Keywords

References

  1. Abdollahipour, A. and Rahmannejad, R. (2013), "Investigating the effects of lateral stress to vertical stress ratios and caverns shape on the cavern stability and sidewall displacements", Arab. J. Geosci., 6(12), 4811-4819. https://doi.org/10.1007/s12517-012-0698-z.
  2. Ahmadi, M., Yazdani, M. and Rahnama, A. (2007), "Numerical dynamic analyze of seismic effect on Siah Bisheh pump-storage caverns", Proc. 3rd Iran Conf. Iranian Rock Mechanics, Tehran, Iran, October.
  3. Anwari, A.A. and Hashemi, S.M. (2017), "Optimal horizontal location between large-scale spaces in hard and loose rocks - a case study of the underground spaces of kurdistan free storage pump power plant", Journal of Dam and Hydroelectric Power Plant, Tehran, Iran, May.
  4. Barton, N. (2002), "Some new Q-value correlations to assist in site characterization and tunnel design", Int. J. Rock Mech. Min. Sci., 39(2), 185-216. https://doi.org/10.1016/S1365-1609(02)00011-4.
  5. Bhasin, R. and Pabst, T. (2015), "Finite element and distinct element analysis of the stability of a large underground hydropower machine hall in the himalayas", KSCE J. Civil Eng., 19(3), 725-732. https://doi.org/10.1007/s12205-013-1351-4.
  6. Broujerdi, M., Salarirad, H. and Serosh, A. (2004), "Dynamic analysis of Karun III hydropower against earth quake", Proc. 2rd Iran Conf. Iranian Rock Mechanics, Tehran, Iran, December.
  7. Cevik, A., Gogus, M.T., Guzelbey, I.H. and Filiz, H. (2010), "A new formulation for longitudinally stiffened webs subjected to patch loading using stepwise regression method", Adv Eng Softw., 41(4), 611-618. https://doi.org/10.1016/j.advengsoft.2009.12.001.
  8. Chang, X., Wang, G., Tang, C. and Ru, Z. (2015), "Dynamic behavior of cement-mortar cavern reinforced by bars", Eng. Fail. Anal., 55, 343-354. https://doi.org/10.1016/j.engfailanal.2015.07.020.
  9. Dai, F., Li, B., Xu, N., Fan, Y. and Zhang, C. (2016), "Deformation forecasting and stability analysis of large-scale underground powerhouse caverns from microseismic monitoring", Int. J. Rock Mech. Min. Sci., 86, 269-281. https://doi.org/10.1016/j.ijrmms.2016.05.001.
  10. Daryaei, D., Rahmannejad, R., Rabiei, M., Sharif, M., Abdollahipour, A. and Alinejadi, A. (2014), "Stability analysis and opening underground power plant Tang-e-Mashore cavern by Flac 3D software", Proc. 5th Iran Conf. Iranian Mining Engineering, Tehran, Iran, October. (in Persian)
  11. Dhawan, K.R., Singh, D.N. and Gupta, I.D. (2004), "Three-dimensional finite element analysis of underground caverns", Int. J. Geomech., 4(3), 224-228. https://doi.org/10.1061/(ASCE)1532-3641.
  12. Ferreira, C. (2001), "Gene expression programming: a new adaptive algorithm for solving problems", Complex Syst., 13(2), 87-129.
  13. Ghorbani, A. and Rahmannejad, R. (2010), "Interaction between ground water and permeable lining case study: Karaj- Tehran water conveyance tunnel", MSc Thesis, Shahid Bahonar University of Kerman, Kerman, Iran.
  14. Hoek, E., Carranza-Torres, C. and Corkum, B. (2002), "Hoek-Brown failure criterion 2002 edition", Proceedings of the 5th North American Rock Mechanics Symposium, Toronto, July.
  15. Hoek. E. (2001), "Design of large underground caverns-a case history based on the Mingtan Pumped Storage Project in Taiwan", Tunneling & Underground Construction, Taiwan.
  16. Kong, D.Q., Qiao, C.S. and Xue, G.C. (2020), "Stability evaluation of flat large-span cavern in jointed rock mass", Arab. J. Geosci., 13, 391. https://doi.org/10.1007/s12517-020-05357-z.
  17. Li, H.B., Yang, X.G., Zhang, X.B. and Zhou, J.W. (2017), "Deformation and failure analyses of large underground caverns during construction of the Houziyan Hydropower Station, Southwest China", Eng. Fail. Anal., 80, 164-185. https://doi.org/10.1016/j.engfailanal.2017.06.037.
  18. Li, X., Chen, H.M., Sun, Y., Zhou, R. and Wang, L. (2018), "Study on the splitting failure of the surrounding rock of underground caverns", Geomech. Eng., 14(5), 499-507. http://doi.org/10.12989/gae.2018.14.5.499.
  19. Mahmoodzadeh, A., Mohammadi, M., Ibrahim, H.H., Noori, K. M.G., Abdulhamid, S.N. and Ali, H.F.H. (2021), "Forecasting sidewall displacement of underground caverns using machine learning techniques", Auto. Constr., 123, 103530. https://doi.org/10.1016/j.autcon.2020.103530.
  20. Phienwej, N. and Anwar, N.S. (2005), "Rock mass characterization for the underground cavern design of Khiritharn pumped storage scheme", Geotech. Geol. Eng., 23(2), 175-197. https://doi.org/10.1007/s10706-003-6111-7.
  21. Rajabi, M. Rahmannejad, R., Rezaei, M. and Ganjalipour, K. (2017), "Evaluation of the maximum horizontal displacement around the power station caverns using artificial neural network", Tunn. Undergr. Space Technol., 64, 51-60. https://doi.org/10.1016/j.tust.2017.01.010.
  22. Rezaei, M. and Rajabi, M. (2018), "Vertical displacement estimation in roof and floor of an underground powerhouse cavern", Eng. Fail. Anal., 90, 290-309. https://doi.org/10.1016/j.engfailanal.2018.03.010.
  23. Rezaei, M. and Rajabi, M. (2021), "Assessment of plastic zones surrounding the power station cavern using numerical, fuzzy and statistical models", Eng. Comput., 37, 1499-1518. https://doi.org/10.1007/s00366-019-00900-30.
  24. Sakurai, S. (1993), "Direct strain evaluation technique in construction of underground openings", Proceedings of the 22nd U.S. Symposium on Rock Mechanics, Boston, June-July.
  25. Salemi, A., Mikaeil, R. and Shaffiee Haghshenas, S. (2018), "Integration of finite difference method and genetic algorithm to seismic analysis of circular shallow tunnels (case study: tabriz urban railway tunnels)", KSCE J. Civil Eng., 22(5), 1978-1990. https://doi.org/10.1007/s12205-017-2039-y.
  26. Samadhiya, N.K., Viladkar, M.N. and Singh, B. (2004), "Three-dimensional analysis of a powerhouse cavern in an anisotropic rock mass", Int. J. Rock Mech. Min. Sci., 41(1), 664-669. https://doi.org/10.1016/j.ijrmms.2004.03.116.
  27. Sitharam, T.G. and Latha, G.M. (2002), "Simulation of excavations in jointed rock masses using a practical equivalent continuum approach", Int. J. Rock Mech. Min. Sci., 39(4), 517-525. https://doi.org/10.1016/S1365-1609(02)00024-2.
  28. Teodorescu, L. and Sherwood, D. (2008), "High energy physics event selection with gene expression programming", Comput. Phys. Commun., 178(6), 409-419. https://doi.org/10.1016/j.cpc.2007.10.003.
  29. Torkashvand, M. and Rahmannejad, R. (2012), "Investigating the effective parameters on the behavior of cavern with particular emphasis on excavation stage", MSc Thesis, Shahid Bahonar University of Kerman, Kerman, Iran.
  30. Xue, X. and Xiao, M. (2017), "Deformation evaluation on surrounding rocks of underground caverns based on PSO-LSSVM", Tunn. Undergr. Space Technol., 69, 171-181. https://doi.org/10.1016/j.tust.2017.06.019.
  31. Yosefian, A. and Rahmannejad, R. (2008), "The design and consideration of segmental lining case study: 3 and 4 of the Qumroud tunnel", MSc Thesis, Shahid Bahonar University of Kerman, Kerman, Iran.
  32. Yu, S., Zhu, W.S., Yang, W.M., Zhang, D.F. and Ma, Q.S. (2015), "Rock bridge fracture model and stability analysis of surrounding rock in underground cavern group", Struct. Eng. Mech., 53(3), 481-495. http://doi.org/10.12989/sem.2015.53.3.481.
  33. Yuli, X., Shouzhuo, P., Zhaoqi, G.M. and Jiming, M. (2007), "Stability analysis of an underground power cavern in a bedded rock formation", Tunn. Undergr. Space Technol., 22(2), 161-165. https://doi.org/10.1016/j.tust.2006.05.003.
  34. Zamani, M. and Musavi, H. (2004), "Dynamic analysis of Masjed Soleyman hydropower cavern under dynamic loads of earth quake", Proc. 2rd Iran Conf. Iranian Rock Mechanics, Tehran, Iran, December. (in Persian)
  35. Zhang, W. and Goh, A.T.C. (2014), "Multivariate adaptive regression splines model for reliability assessment of serviceability limit state of twin caverns", Geomech. Eng., 7(4), 431-458. http://doi.org/10.12989/gae.2014.7.4.431.
  36. Zhang, W. and Goh, A.T.C. (2016), "Predictive models of ultimate and serviceability performances for underground twin caverns", Geomech. Eng., 10(2), 175-188. http://doi.org/10.12989/gae.2016.10.2.175.
  37. Zhou, H., Huang, P., Di, S. and Wang, M.j. (2020), "Simulation analysis and effect evaluation of excavation and support of underground cavern group", E3S Web of Conferences, 198, 02022. https://doi.org/10.1051/e3sconf/202019802022.
  38. Zhou, H., Xiao, M., Yang, Y. and Liu, G. (2019), "Seismic response analysis method for lining structure in underground cavern of hydropower station", KSCE J. Civil Eng., 23(3), 1236-1247. https://doi.org/10.1007/s12205-019-0479-2.
  39. Zhu, W.S., Li, X.J., Zhang, Q.B., Zheng, W.H., Xin, X.L., Sun, A.H. and Li, S.C. (2010), "A study on sidewall displacement prediction and stability evaluations for large underground power station caverns", Int. J. Rock Mech. Min. Sci., 47(7), 1055-1062. https://doi.org/10.1016/j.ijrmms.2010.07.008.
  40. Zhu, W.S., Sui, B., Li, X.J., Li, S.C. and Wang, W.T. (2008), "A methodology for studying the high wall displacement of large scale underground cavern complexes and it's applications", Tunn. Undergr. Space Technol., 23(6), 651-664. https://doi.org/10.1016/j.tust.2007.12.009.