Experimental investigation of predicting rockburst using Bayesian model |
Wang, Chunlai
(Faculty of Resources and Safety Engineering, China University of Mining and Technology Beijing)
Chuai, Xiaosheng (Faculty of Resources and Safety Engineering, China University of Mining and Technology Beijing) Shi, Feng (Faculty of Resources and Safety Engineering, China University of Mining and Technology Beijing) Gao, Ansen (Faculty of Resources and Safety Engineering, China University of Mining and Technology Beijing) Bao, Tiancai (Faculty of Resources and Safety Engineering, China University of Mining and Technology Beijing) |
1 | Singh, S.P. (1989), "Classification of mine workings according to their rockburst proneness", Min Sci. Tech., 8(3), 253-262. DOI |
2 | Sun, J., Wang, L.G., Zhang, H.L. and Shen, Y.F. (2009), "Application of fuzzy neural network in predicting the risk of rock burst", Proc. Earth Planet Sci., 1(1), 536-543. DOI |
3 | Turchaninov, I.A. and Markov, G.A. (1981), "Conditions of changing of extra-hard rock into weak rock under the influence of tectonic stresses of massifs", ISRM International Symposium, International Society for Rock Mechanics. |
4 | Wang, C.L. (2014), "Identification of early-warning key point for rockmass instability using acoustic emission/microseismic activity monitoring", Int. J. Rock Mech. Min. Sci., 71, 171-175. DOI |
5 | Wang, C.L., Bao, T.C., Lu, H., Liu, L., Li, W.Q. and Yu, Q.W. (2015b), "Variation regulation of the acoustic emission energy parameter during the failure process of granite under uniaxial compression", Mater. Test., 57(9), 755-760. DOI |
6 | Wang, C.L., Lu, H., Wang, F.L., Zuo, J.P., An, Z.Y., Bao, T.C., Liu, L., Lu, Z.J., Li, W.Q. and Luo, M. (2014), "Characteristic point of the relatively quiet period for limestone failure under uniaxial compression", J. Test Eval., 43(6), 1296-1307. |
7 | Wang, C.L., Lu, Z.J., Liu, L., Chuai, X.S. and Lu, H. (2016), "Predicting points of the infrared precursor for limestone failure under uniaxial compression", Int. J. Rock Mech. Min. Sci., 88, 34-43. DOI |
8 | Wang, C.L., Wu, A.X., Lu, H., Bao, T.C. and Liu, X.H. (2015a), "Predicting rockburst tendency based on fuzzy matter-element model", Int. J. Rock Mech. Min. Sci., 75, 224-232. DOI |
9 | Weidl, G., Madsen, A.L. and Dahlquist, E. (2003), "Object oriented Bayesian networks for industrial process operation", First Bayesian Applications Modeling Workshop, http://www.intel.com/research/events/UAI03_workshop. |
10 | Wiebols, G.A. and Cook, N.G.W. (1968), "An energy criterion for the strength of rock in polyaxial compression", Int. J. Rock Mech. Min. Sci. Geomech. Abstr., 5(6), 529-549. DOI |
11 | Zhang, C., Feng, X.T., Zhou, H., Qiu, S. and Wu, W. (2013), "Rockmass damage development following two extremely intense rockbursts in deep tunnels at Jinping II hydropower station, southwestern China", Bull. Eng. Geol. Environ., 72(2), 237-247. DOI |
12 | Zhao, T.B., Guo, W.Y., Tan, Y.L., Lu, C.P. and Wang, C.W. (2017), "Case histories of rock bursts under complicated geological conditions", Bull. Eng. Geol. Environ., 1-17. |
13 | Chen, H.J., Li, N.H., Nie, D.X. and Shang, Y.Q. (2002), "Artificial neural network model for prediction of rockburst", Chin. J. Geotech. Eng., 24(2), 229-232. (in Chinese) |
14 | Adoko, A.C., Gokceoglu, C., Wu, L. and Zuo, Q.J. (2013), "Knowledge-based and data-driven fuzzy modeling for rockburst prediction", Int. J. Rock Mech. Min. Sci., 61, 86-95. DOI |
15 | Blake, W. and Hedley, D.G.F. (2003), "Rockbursts: case studies from North American hard-rock mines. Society for mining, metallurgy, and exploration", Englewood, Colo. |
16 | Canadian Rockburst Research Program (1996), Rockburst Research Handbook: A Comprehensive Summary of Five Years of Collaborative Research on Rockbursting in Hard Rock Mines, CAMIRO Mining Division, CRRP. |
17 | Hedley, D.G.F. (1992), "Rockburst handbook for Ontario hardrock mines", CANMET, SP92-1E. |
18 | Dou, L.M., Lu, C.P., Mu, Z.L. and Gao, M.S. (2009), "Prevention and forecasting of rock burst hazards in coal mines", Int. J. Min. Sci. Technol., 19(5), 585-591. |
19 | Gao, H.X. (1999), Multivariate Statistical Analysis Application. Beijing University Press, Beijing, China. (in Chinese) |
20 | Heckerman, D. (1990), "Probabilistic similarity networks", Network., 20(5), 607-636. DOI |
21 | Hoek, E. and Brown, E.T. (1980), "Empirical strength criterion for rock masses", J. Geotech. Geoenviron. Eng., 106, 1013-1035. |
22 | Hua, A.Z. and You, M.Q. (2001), "Rock failure due to energy release during unloading and application to underground rock burst control", Tunn. Undergr. Sp. Tech., 16(3), 241-246. DOI |
23 | Jensen, F.V., Kjaerulff, U., Kristiansen, B., Langseth, H., Skaanning, C., Vonlel, J. and Vomlelova, M. (2001), "The SACSO methodology for troubleshooting complex systems", AI EDAM, 15(4), 321-333. |
24 | Jiang, Q., Feng, X.T., Xiang, T.B. and Su, G.S. (2010), "Rockburst characteristics and numerical simulation based on a new energy index: a case study of a tunnel at 2,500 m depth", Bull. Eng. Geol. Environ., 69(3), 381-388. DOI |
25 | Kemmerer, B., Mishra, S. and Shenoy, P.P. (2002), "Bayesian casual maps as decision aids in venture capital decision making: Methods and applications", Acad. Manage. Proc., 2002(1), C1-C6. DOI |
26 | Cook, N.G.W. (1965), "The failure of rock", Int. J. Rock Mech. Min. Sci. Geomech. Abstr., 2(4), 389-403. DOI |
27 | Kidybinski, A. (1981), "Bursting liability indices of coal", Int. J. Rock Mech. Min. Sci. Geomech. Abstr., 18(4), 295-304. DOI |
28 | Marek, U. (2009), "Monitoring of methane and rockburst hazards as a condition of safe coal exploitation in the mines of Kompania Weglowa SA", Procedia Earth Planet Sci., 1(1), 54-59. DOI |
29 | Li, N., Feng, X. and Jimenez, R. (2017), "Predicting rock burst hazard with incomplete data using Bayesian networks", Tunn. Undergr. Sp. Tech., 61, 61-70. DOI |
30 | Li, X., Wang, E., Li, Z., Bie, X., Chen, L., Feng, J. and Li, N. (2016), "Blasting wave pattern recognition based on Hilbert-Huang transform", Geomech. Eng., 11(5), 607-624. DOI |
31 | Marian, T. (2011), "Directions of changes of hard coal output technologies in Poland", Min. Sci. Tech. (China), 21(1), 1-5. DOI |
32 | Muller, L. (2007), Fundamentals of Rock Mechanics, Blackwell, London. |
33 | Patynska, R. and Kabiesz, J. (2009), "Scale of seismic and rock burst hazard in the Silesian companies in Poland", Min Sci. Tech (China), 19(5), 604-608. DOI |
34 | Pytlik, A., Prusek, S. and Masny, W. (2016), "A methodology for laboratory testing of rockbolts used in underground mines under dynamic loading conditions", J. South. Afri. Inst. Min. Metal., 116(12), 1101-1110. DOI |
35 | Russenes, B.F. (1974), "Analyses of rockburst in tunnels in valley sides", Norwegian Institute of Technology, Trondheim Google Scholar. |
36 | Sainoki, A., Mitri, H.S., Yao, M. and Chinnasane, D. (2016), "Discontinuum modelling approach for stress analysis at a seismic source: Case study", Rock Mech. Rock Eng., 49(12), 4749-4765. DOI |
37 | Shokouhi, P., Riviere, J., Bas, P.Y.L. and Ulrich, T.J. (2017), "Nonlinear acoustic testing for concrete materials evaluation", Mater. Eval., 75(1), 84-93. |
38 | Singh, S.P. (1988), "Burst energy release index", Rock Mech. Rock Eng., 21(2), 149-155. DOI |
![]() |