Risk Assessment of Geological Hazards in a Tunneling Project Using Harmony Search Algorithm (Case Study: Ardabil-Mianeh Railway Tunnel)

Reza Mikaeil, Sina Shaffiee Haghshenas, Yakob Shirvand, Mehdi Valizadeh Hasanluy, Vali Roshanaei

Abstract


During the design and implementation of underground constructions, the risk assessment and management of geological hazards are important due to the hazards such as the water inflow, collision with crushed fault zones, squeezing and instability around excavation zones. In the present research, it is attempted to study and assess the risk of geological hazards in 378+021 km of the route of Ardabil-Mianeh railway tunnel using the harmony search algorithm (HSA). In the first section of research, after studying structural and geological characteristics during 24 sections of the excavation route, the risk relating to geological hazards including the tunnel instability, squeezing, water inflow and swelling was assessed in three separate classes using HSA. In order to study the accuracy of results, geological hazards recorded during the implementation of excavation operations were used. Studies obtained from the comparison of observed and predicted results indicate the high accuracy of HSA in the assessment and prediction of geological risks in the tunnelling project.


Keywords


Tunneling, Risks of Geological Hazards, Harmony Search Algorithm.

References


Ghosh, Sid, and Jakkapan Jintanapakanont. "Identifying and assessing the critical risk factors in an underground rail project in Thailand: a factor analysis approach." International Journal of Project Management 22.8 (2004): 633-643.

Panthi, K. K., and Nilsen. B. "Uncertainty analysis of tunnel squeezing for two tunnel cases from Nepal Himalaya." International Journal of Rock Mechanics and Mining Sciences 44.1 (2007): 67-76.

Hong, Eun-Soo, In-Mo Lee, Hee-Soon Shin, Seok-Woo Nam, and Jung-Sik Kong. "Quantitative risk evaluation based on event tree analysis technique: application to the design of shield TBM." Tunnelling and Underground Space Technology 24, no. 3 (2009): 269-277.

Jurado, A., F. De Gaspari, V. Vilarrasa, D. Bolster, X. Sánchez-Vila, D. Fernàndez-Garcia, and D. M. Tartakovsky. "Probabilistic analysis of groundwater-related risks at subsurface excavation sites." Engineering Geology 125 (2012): 35-44.

Rehbock-Sander, Michael, and Yves Boissonnas. "Design and construction challenges of hard rock TBMs at the Gotthard Base Tunnel." Mining Engineering 64.9 (2012).

Nezarat, Hamidreza, Farhang Sereshki, and Mohammad Ataei. "Ranking of geological risks in mechanized tunneling by using Fuzzy Analytical Hierarchy Process (FAHP)." Tunnelling and Underground Space Technology 50 (2015): 358-364.

Haghshenas, Sina Shaffiee, Sami Shaffiee Haghshenas, Milad Barmal, and Niloofar Farzan. "Utilization of Soft Computing for Risk Assessment of a Tunneling Project Using Geological Units." Civil Engineering Journal 2, no. 7 (2016): 358-364.

Jalilvand, P., Haghshenas, S. S., Haghshenas, S. S.,& Javan, M. H . Evaluation of Dynamic Resistance of the Toyserkan Doolayi Tunnel by Rock Bolt and Reinforced Shotcrete Composite System. In Tunneling and Underground Construction .2014 . 376-384. ASCE.

Rad, Mostafa Yousefi, Sina Shaffiee Haghshenas, Payam Rajabzade Kanafi, and Sami Shaffiee Haghshenas. "Analysis of Protection of Body Slope in the Rockfill Reservoir Dams on the Basis of Fuzzy Logic." In IJCCI, pp. 367-373. 2012.

Haghshenas, Sina Shaffiee, Mostafa Yousefi Rad, and Sami Shaffiee Haghshenas. "Mechanostratigraphy of cretaceous Rocks by Fuzzy Logic in East Arak, Iran. the 4th International Workshop on Computer Science and Engineering - Summer, WCSE, 2014.

Mikaeil, Reza, Sina Shaffiee Haghshenas, Sami Shaffiee Haghshenas, and Mohammad Ataei. "Performance prediction of circular saw machine using imperialist competitive algorithm and fuzzy clustering technique." Neural Computing and Applications: 1-10.

Haghshenas, Sina Shaffiee, Mir Ahmad Lashteh Neshaei, Pouyan Pourkazem, and Sami Shaffiee Haghshenas. "The Risk Assessment of Dam Construction Projects Using Fuzzy TOPSIS (Case Study: Alavian Earth Dam)." Civil Engineering Journal 2, no. 4 (2016): 158-167.

Geem, Zong Woo, Joong Hoon Kim, and G. V. Loganathan. "A new heuristic optimization algorithm: harmony search." Simulation 76.2 (2001): 60-68.

Geem, Zong Woo, Joong Hoon Kim, and G. V. Loganathan. Harmony search optimization: application to pipe network design. International Journal of Modelling and Simulation, 22(2), (2002): 125-133.

Lee, Anzy, Zong Woo Geem, and Kyung-Duck Suh. "Determination of Optimal Initial Weights of an Artificial Neural Network by Using the Harmony Search Algorithm: Application to Breakwater Armor Stones." Applied Sciences 6.6 (2016): 164.

Zhang, Chen, Zhiwei Ni, Liping Ni, and Na Tang. "Feature selection method based on multi-fractal dimension and harmony search algorithm and its application." International Journal of Systems Science 47, no. 14 (2016): 3476-3486.

Wang, Xiaolei, Gao, Xiao-Zhi, Zenger, Kai, An Introduction to Harmony Search Optimization Method, SpringerBriefs in Computational Intelligence, DOI 10.1007/978-3-319-08356-8_2, ISBN 978-3-319-08356-8.


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DOI: 10.28991/cej-2016-00000057

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Copyright (c) 2016 Reza Mikaeil, Sina Shaffiee Haghshenas, Yakob Shirvand, Mehdi Valizadeh Hasanluy, Vali Roshanaei

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