Skip to main content
Erschienen in: Bulletin of Engineering Geology and the Environment 7/2019

15.01.2019 | Original Paper

An interval fuzzy comprehensive assessment method for rock burst in underground caverns and its engineering application

verfasst von: Xintong Wang, Shucai Li, Zhenhao Xu, Yiguo Xue, Jie Hu, Zhiqiang Li, Bo Zhang

Erschienen in: Bulletin of Engineering Geology and the Environment | Ausgabe 7/2019

Einloggen

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

search-config
loading …

Abstract

Rock burst is a dynamic process involving the sudden release of elastic energy accumulated in overstressed rocks and coal masses during underground excavations, capable of causing a great number of fatalities, failure of supporting structures, and damage to equipment. To minimize the risk, a fuzzy comprehensive assessment model was established to predict and evaluate rock burst in underground caverns, and some indices were selected and analyzed. The result vectors and weight vectors were expressed by interval numbers and the membership degrees were determined by a sigmoid membership function. In addition, synthetic weight was obtained by combining subjective weight with objective weight, and final vectors were categorized into different levels through possibility ranking analysis. Finally, the proposed method was applied to a practical case, the Jiangbian hydropower station in China, for further verification. Considering that some indices were conceptually dependent on one another, the multicollinearity of these indices was evaluated according to results based on different indicator systems. The evaluation results showed a high consistency with the actual situation. Moreover, the indicator system, which made full use of the obtained data, had more reliable results than other indicator systems. The proposed fuzzy comprehensive assessment method provides valuable guidance for rock burst assessment.

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

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!

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!

Anhänge
Nur mit Berechtigung zugänglich
Literatur
Zurück zum Zitat Adoko AC, Gokceoglu C, Wu L, Zuo QJ (2013) Knowledge-based and data-driven fuzzy modeling for rockburst prediction. Int J Rock Mech Min 61(4):86–95CrossRef Adoko AC, Gokceoglu C, Wu L, Zuo QJ (2013) Knowledge-based and data-driven fuzzy modeling for rockburst prediction. Int J Rock Mech Min 61(4):86–95CrossRef
Zurück zum Zitat Aliyu MM, Shang J, Murphy W, Lawrence JA, Collier R, Kong F, Zhao Z (2019) Assessing the uniaxial compressive strength of extremely hard cryptocrystalline flint. Int J Rock Mech Min Sci 113:310–321 Aliyu MM, Shang J, Murphy W, Lawrence JA, Collier R, Kong F, Zhao Z (2019) Assessing the uniaxial compressive strength of extremely hard cryptocrystalline flint. Int J Rock Mech Min Sci 113:310–321
Zurück zum Zitat Cai M (2013) Principles of rock support in burst-prone ground. Tunn Undergr Space Technol 36:46–56CrossRef Cai M (2013) Principles of rock support in burst-prone ground. Tunn Undergr Space Technol 36:46–56CrossRef
Zurück zum Zitat Chen SY, Guo Y (2005) Model of variable fuzzy sets and its application to classification prediction of rockburst. Chin J Rock Mech Eng 24:4603–4609 Chen SY, Guo Y (2005) Model of variable fuzzy sets and its application to classification prediction of rockburst. Chin J Rock Mech Eng 24:4603–4609
Zurück zum Zitat Chen BR, Feng XT, Li QP, Luo RZ, Li S (2015) Rock burst intensity classification based on the radiated energy with damage intensity at Jinping II hydropower station, China. Rock Mech Rock Eng 48(1):289–303CrossRef Chen BR, Feng XT, Li QP, Luo RZ, Li S (2015) Rock burst intensity classification based on the radiated energy with damage intensity at Jinping II hydropower station, China. Rock Mech Rock Eng 48(1):289–303CrossRef
Zurück zum Zitat Cook NGW, Hoek E, Pretorius JP, Ortlepp WD, Salamon MDG (2016) Rock mechanics applied to study of rockburst. J South Afr Inst Min Metall 66(10):435–528 Cook NGW, Hoek E, Pretorius JP, Ortlepp WD, Salamon MDG (2016) Rock mechanics applied to study of rockburst. J South Afr Inst Min Metall 66(10):435–528
Zurück zum Zitat Du K, Tao M, Li XB, Zhou J (2016) Experimental study of slabbing and rockburst induced by true-triaxial unloading and local dynamic disturbance. Rock Mech Rock Eng 49(9):3437–3453 Du K, Tao M, Li XB, Zhou J (2016) Experimental study of slabbing and rockburst induced by true-triaxial unloading and local dynamic disturbance. Rock Mech Rock Eng 49(9):3437–3453
Zurück zum Zitat Gong J, Hu NL, Cui X, Wang XX (2014) Rock burst tendency prediction based on AHP-TOPSIS evaluation model. Chin J Rock Mech Eng 33(7):1442–1448 Gong J, Hu NL, Cui X, Wang XX (2014) Rock burst tendency prediction based on AHP-TOPSIS evaluation model. Chin J Rock Mech Eng 33(7):1442–1448
Zurück zum Zitat Guo YH, Jiang F (2010) Application of comprehensive fuzzy evaluation in burst-proneness risk of coal seam. Int Conf Future Inf Technol Manag Eng IEEE 38(6):404–407 Guo YH, Jiang F (2010) Application of comprehensive fuzzy evaluation in burst-proneness risk of coal seam. Int Conf Future Inf Technol Manag Eng IEEE 38(6):404–407
Zurück zum Zitat Hao J, Shi KB, Wang XL et al (2016) Application of cloud model to rating of rockburst based on rough set of FCM algorithm. Rock Soil Mech 37(3):859–866 Hao J, Shi KB, Wang XL et al (2016) Application of cloud model to rating of rockburst based on rough set of FCM algorithm. Rock Soil Mech 37(3):859–866
Zurück zum Zitat He MC, Miao JL, Feng JL (2010) Rock burst process of limestone and its acoustic emission characteristics under true-triaxial unloading conditions. Int J Rock Mech Min 47(2):286–298CrossRef He MC, Miao JL, Feng JL (2010) Rock burst process of limestone and its acoustic emission characteristics under true-triaxial unloading conditions. Int J Rock Mech Min 47(2):286–298CrossRef
Zurück zum Zitat Hu J, Li S, Li L, Shi S, Zhou Z, Liu H, He P (2018) Field, experimental, and numerical investigation of a rockfall above a tunnel portal in southwestern China. Bull Eng Geol Environ 77(4):1365-1382 Hu J, Li S, Li L, Shi S, Zhou Z, Liu H, He P (2018) Field, experimental, and numerical investigation of a rockfall above a tunnel portal in southwestern China. Bull Eng Geol Environ 77(4):1365-1382
Zurück zum Zitat Huang BX, Liu CY, Fu JH, Guan H (2011) Hydraulic fracturing after water pressure control blasting for increased fracturing. Int J Rock Mech Min 48(6):976–983CrossRef Huang BX, Liu CY, Fu JH, Guan H (2011) Hydraulic fracturing after water pressure control blasting for increased fracturing. Int J Rock Mech Min 48(6):976–983CrossRef
Zurück zum Zitat Huang YR, Mao JX, Lin CY, Li SL, Hu JY (2014) The multi-criteria evaluation of rockburst proneness on deep buried large tunnel. J Railw Eng Soc 31(7):89–94 Huang YR, Mao JX, Lin CY, Li SL, Hu JY (2014) The multi-criteria evaluation of rockburst proneness on deep buried large tunnel. J Railw Eng Soc 31(7):89–94
Zurück zum Zitat Jia YP, Lv Q, Shang YQ, Du LL, Zhi MM (2014) Rockburst prediction based on rough set and ideal point method. J Zhejiang Univ 48(3):498–503 Jia YP, Lv Q, Shang YQ, Du LL, Zhi MM (2014) Rockburst prediction based on rough set and ideal point method. J Zhejiang Univ 48(3):498–503
Zurück zum Zitat Jiang Q, Feng XT, Xiang TB, Su GS (2010) Rockburst characteristics and numerical simulation based on a new energy index: a case study of a tunnel at 2500m depth. Bull Eng Geol Environ 69(3):381–388CrossRef Jiang Q, Feng XT, Xiang TB, Su GS (2010) Rockburst characteristics and numerical simulation based on a new energy index: a case study of a tunnel at 2500m depth. Bull Eng Geol Environ 69(3):381–388CrossRef
Zurück zum Zitat Kidybiński A (1981) Bursting liability indices of coal. Int J Rock Mech Min 18(4):295–304CrossRef Kidybiński A (1981) Bursting liability indices of coal. Int J Rock Mech Min 18(4):295–304CrossRef
Zurück zum Zitat Kong F, Shang J (2018) A validation study for the estimation of uniaxial compressive strength based on index tests. Rock Mech Rock Eng 51(7):2289–2297 Kong F, Shang J (2018) A validation study for the estimation of uniaxial compressive strength based on index tests. Rock Mech Rock Eng 51(7):2289–2297
Zurück zum Zitat Li QD, Han GZ, Zeng WY, Yu XC (2016) Ranking method of interval numbers based on Boolean matrix. Control and Decision 31(4):629–634 Li QD, Han GZ, Zeng WY, Yu XC (2016) Ranking method of interval numbers based on Boolean matrix. Control and Decision 31(4):629–634
Zurück zum Zitat Li N, Feng X, Jimenez R (2017) Predicting rock burst hazard with incomplete data using Bayesian networks. Tunn Undergr Space Technol 61:61–70CrossRef Li N, Feng X, Jimenez R (2017) Predicting rock burst hazard with incomplete data using Bayesian networks. Tunn Undergr Space Technol 61:61–70CrossRef
Zurück zum Zitat Liu Q, Chen X, Wu Z, Liu X (2013a) Determination method of nonlinear membership function based on the fuzzy density means cluster. Res J Appl Sci Eng Technol 5(8):2527–2530CrossRef Liu Q, Chen X, Wu Z, Liu X (2013a) Determination method of nonlinear membership function based on the fuzzy density means cluster. Res J Appl Sci Eng Technol 5(8):2527–2530CrossRef
Zurück zum Zitat Liu ZB, Shao JF, Xu WY, Meng YD (2013b) Prediction of rock burst classification using the technique of cloud models with attribution weight. Nat Hazards 68(2):549–568CrossRef Liu ZB, Shao JF, Xu WY, Meng YD (2013b) Prediction of rock burst classification using the technique of cloud models with attribution weight. Nat Hazards 68(2):549–568CrossRef
Zurück zum Zitat Miao SJ, Cai MF, Guo QF, Huang ZJ (2016) Rock burst prediction based on in-situ stress and energy accumulation theory. Int J Rock Mech Min 83:86–94CrossRef Miao SJ, Cai MF, Guo QF, Huang ZJ (2016) Rock burst prediction based on in-situ stress and energy accumulation theory. Int J Rock Mech Min 83:86–94CrossRef
Zurück zum Zitat Peng Q, Qian A, Xiao Y (2010) Research on prediction system for rockburst based on artificial intelligence application methods. J Sichuan Univ Eng Sci Ed 42(2):18–24 Peng Q, Qian A, Xiao Y (2010) Research on prediction system for rockburst based on artificial intelligence application methods. J Sichuan Univ Eng Sci Ed 42(2):18–24
Zurück zum Zitat Peng YH, Peng K, Zhou J, Liu ZX (2014) Prediction of classification of rock burst risk based on genetic algorithms with SVM. Appl Mech Mater 628:383–389CrossRef Peng YH, Peng K, Zhou J, Liu ZX (2014) Prediction of classification of rock burst risk based on genetic algorithms with SVM. Appl Mech Mater 628:383–389CrossRef
Zurück zum Zitat Russenes BF (1974) Analysis of rock spalling for tunnels in steep valley sides (in Norwegian) Master Thesis of Science, Norwegian Institute of Technology, Trondheim Russenes BF (1974) Analysis of rock spalling for tunnels in steep valley sides (in Norwegian) Master Thesis of Science, Norwegian Institute of Technology, Trondheim
Zurück zum Zitat Saaty TL, Vargas LG (1987) Uncertainty and rank order in the analytic hierarchy process. Eur J Oper Res 32(1):107–117CrossRef Saaty TL, Vargas LG (1987) Uncertainty and rank order in the analytic hierarchy process. Eur J Oper Res 32(1):107–117CrossRef
Zurück zum Zitat Shan ZG, Yan P (2010) Management of rock burst during excavation of the deep tunnels in Jinping II hydropower station. Bull Eng Geol Environ 69(3):353–363CrossRef Shan ZG, Yan P (2010) Management of rock burst during excavation of the deep tunnels in Jinping II hydropower station. Bull Eng Geol Environ 69(3):353–363CrossRef
Zurück zum Zitat Shang YJ, Zhang JJ, Fu BJ (2013) Analyses of three parameters for strain mode rockburst and expression of rockburst potential. Chin J Rock Mech Eng 32(8):1520–1527 Shang YJ, Zhang JJ, Fu BJ (2013) Analyses of three parameters for strain mode rockburst and expression of rockburst potential. Chin J Rock Mech Eng 32(8):1520–1527
Zurück zum Zitat Sun J, Wu J, (2014) Optimization study on interval number judgment matrix weight vector based on immune evolution algorithm. International Journal of Security and Its Applications 8(3):355–362 Sun J, Wu J, (2014) Optimization study on interval number judgment matrix weight vector based on immune evolution algorithm. International Journal of Security and Its Applications 8(3):355–362
Zurück zum Zitat Tang LZ, Wang WX (2002) A new index of rock burst proneness. Chin J Rock Mech Eng 21(6):874–878 Tang LZ, Wang WX (2002) A new index of rock burst proneness. Chin J Rock Mech Eng 21(6):874–878
Zurück zum Zitat Turchaninov A, Markov GA, Gzovsky MV et al (1972) State of stress in the upper part of the Earth’s crust based on direct measurements in mines and on tectonophysical and seismological studies. Phys Earth Planet Inter 6:229–234CrossRef Turchaninov A, Markov GA, Gzovsky MV et al (1972) State of stress in the upper part of the Earth’s crust based on direct measurements in mines and on tectonophysical and seismological studies. Phys Earth Planet Inter 6:229–234CrossRef
Zurück zum Zitat Wang C, Peng W (2014) Rockburst prediction based on electromagnetic radiation technology and its application. Adv Mater Res 1010:1564–1567CrossRef Wang C, Peng W (2014) Rockburst prediction based on electromagnetic radiation technology and its application. Adv Mater Res 1010:1564–1567CrossRef
Zurück zum Zitat Wang C, Lin L, Liu J (2012) Uncertainty weight generation approach based on uncertainty comparison matrices. Appl Math 3(5):499–507CrossRef Wang C, Lin L, Liu J (2012) Uncertainty weight generation approach based on uncertainty comparison matrices. Appl Math 3(5):499–507CrossRef
Zurück zum Zitat Yang J, Wu X (2005) Comprehensive forecasting method for estimating rock burst. Chin J Rock Mech Eng 24(3):411–416 Yang J, Wu X (2005) Comprehensive forecasting method for estimating rock burst. Chin J Rock Mech Eng 24(3):411–416
Zurück zum Zitat Yu HC, Liu HN, Lu XS, Liu HD (2009) Prediction method of rock burst proneness based on rough set and genetic algorithm. J Coal Sci Eng 15(4):367–373CrossRef Yu HC, Liu HN, Lu XS, Liu HD (2009) Prediction method of rock burst proneness based on rough set and genetic algorithm. J Coal Sci Eng 15(4):367–373CrossRef
Zurück zum Zitat Zhang C, Zhou H, Qiu S, Wu W (2012) A top pilot tunnel preconditioning method for the prevention of extremely intense rockburst in deep tunnels excavated by TBMS. Rock Mech Rock Eng 45(3):289–309CrossRef Zhang C, Zhou H, Qiu S, Wu W (2012) A top pilot tunnel preconditioning method for the prevention of extremely intense rockburst in deep tunnels excavated by TBMS. Rock Mech Rock Eng 45(3):289–309CrossRef
Zurück zum Zitat Zhang Y, Xiao PX, Chen LJ (2014) Method of layout design based on ratio of rock strength to in-situ stress for large underground caverns. Chin J Rock Mech Eng 33(11):2314–2331 Zhang Y, Xiao PX, Chen LJ (2014) Method of layout design based on ratio of rock strength to in-situ stress for large underground caverns. Chin J Rock Mech Eng 33(11):2314–2331
Zurück zum Zitat Zhang Y, Liang P, Liu X, Liu S, Tian B (2015) Experimental study on precursor of rock burst based on acoustic emission signal dominant-frequency and entropy. Chin J Rock Mech Eng 34:2959–2967 Zhang Y, Liang P, Liu X, Liu S, Tian B (2015) Experimental study on precursor of rock burst based on acoustic emission signal dominant-frequency and entropy. Chin J Rock Mech Eng 34:2959–2967
Zurück zum Zitat Zhao S, Chai LH (2015) A new assessment approach for urban ecosystem health basing on maximum information entropy method. Stoch Env Res Risk A 29(6):1601–1613CrossRef Zhao S, Chai LH (2015) A new assessment approach for urban ecosystem health basing on maximum information entropy method. Stoch Env Res Risk A 29(6):1601–1613CrossRef
Zurück zum Zitat Zhou KP, Lin Y, Deng HW, Li JL, Liu CJ (2016) Prediction of rock burst classification using cloud model with entropy weight. Trans Nonferrous Metal Soc China 26(7):1995–2002CrossRef Zhou KP, Lin Y, Deng HW, Li JL, Liu CJ (2016) Prediction of rock burst classification using cloud model with entropy weight. Trans Nonferrous Metal Soc China 26(7):1995–2002CrossRef
Metadaten
Titel
An interval fuzzy comprehensive assessment method for rock burst in underground caverns and its engineering application
verfasst von
Xintong Wang
Shucai Li
Zhenhao Xu
Yiguo Xue
Jie Hu
Zhiqiang Li
Bo Zhang
Publikationsdatum
15.01.2019
Verlag
Springer Berlin Heidelberg
Erschienen in
Bulletin of Engineering Geology and the Environment / Ausgabe 7/2019
Print ISSN: 1435-9529
Elektronische ISSN: 1435-9537
DOI
https://doi.org/10.1007/s10064-018-01453-3

Weitere Artikel der Ausgabe 7/2019

Bulletin of Engineering Geology and the Environment 7/2019 Zur Ausgabe