Prediction of environmental impacts of quarry blasting operation using fuzzy logic

Environmental Monitoring and Assessment

Volumn 174, Issue 1-4, 2011, Pages 461-470

  Fişne, Abdullah ^a   Kuzu, Cengiz ^a   Hüdaverdi, Türker ^a  

^a ISTANBUL TECHNICAL UNIVERSITY   (Turkey)

Author keywords

Blasting; Environmental impact; Fuzzy logic; Ground vibration; Peak particle velocity

Indexed keywords

BLASTING OPERATIONS; CHARGE WEIGHT; CORRELATION COEFFICIENT; ENVIRONMENTAL EFFECTS; FUZZY LOGIC APPROACH; FUZZY MODELS; FUZZY-BASED MODELS; GROUND VIBRATION; PEAK PARTICLE VELOCITIES; PEAK PARTICLE VELOCITY; REGRESSION MODEL; REGRESSION-BASED MODEL; ROOT MEAN SQUARE ERRORS; SITE-SPECIFIC; VIBRATION MONITORING;

BLASTING; FORECASTING; FUZZY LOGIC; FUZZY SYSTEMS; PILE FOUNDATIONS; REGRESSION ANALYSIS; VELOCITY CONTROL;

ENVIRONMENTAL IMPACT;

BLASTING; CONFERENCE PROCEEDING; ENVIRONMENTAL IMPACT; ERROR ANALYSIS; FUZZY MATHEMATICS; QUARRY; REGRESSION ANALYSIS; VIBRATION;

BLASTING; CONFERENCE PAPER; CONTROLLED STUDY; ENVIRONMENTAL EXPLOITATION; ENVIRONMENTAL IMPACT; FUZZY LOGIC; GROUND VIBRATION; PREDICTION; REGRESSION ANALYSIS; STATISTICAL MODEL; TURKEY (REPUBLIC); VALIDATION PROCESS; VELOCITY; WEIGHT;

EXPLOSIONS; FUZZY LOGIC;

EID: 79952454547     PISSN: 01676369     EISSN: 15732959     Source Type: Journal    
DOI: 10.1007/s10661-010-1470-z     Document Type: Conference Paper

References (25)

1. Ambraseys, N. R., & Hendron, A. J. (1968). Dynamic behavior of rock masses. In K. G. Stagg, & O. C. Zeinkiewicz (Eds.), Proceedings of the rock mechanics in engineering practices (pp. 203-227). London: Wiley.
2. Babuska, R., Verbruggen, H. B., & Hellendoorn, H. (1999). Promising fuzzy modeling and control methodologies for industrial applications. In ERUDIT (Ed.), CD-ROM Proceedings of European symposium on intelligent techniques, 3-4 June, Greece.
3. Berga, C. G. (2005). A new approach to the synthesis of intelligible fuzzy models from input-output data. Ph.D. thesis, Enginyeria i Arquitectura La Salle, Universitat Ramon Llull, Spain.
4. G Berta 1994 Blasting induced vibration in tunneling Nobel Hefte 2 61 76
5. Dowding, C. H. (1985). Blast vibration monitoring and control. Englewood Cliffs: Prentice-Hall.
6. LJ Drew WH Langer JS Sachs 2002 Environmentalism and natural aggregate mining Natural Resources Research 11 19 28 10.1023/A:1014283519471
7. Duvall, W. I., & Fogelson, D. E. (1962). Review of criteria for estimating damage to residences from blasting vibration. Washington: U.S. Bureau of Mines R.I. 5968.
8. MA Grima R Babuska 1999 Fuzzy model for the prediction of unconfined compressive strength of rock samples International Journal of Rock Mechanics and Mining Sciences 36 339 349 10.1016/S0148-9062(99)00007-8 (Pubitemid 29338170)
9. M Khandelwal TN Singh 2007 Evaluation of blast-induced ground vibration predictors Soil Dynamics and Earthquake Engineering 27 116 125 10.1016/j.soildyn.2006.06.004 (Pubitemid 44645145)
10. Klir, G. J. (2004). Fuzzy logic: A specialized tutorial. In R. V. Demicco, & G. J. Klir (Eds.), Fuzzy logic in geology (pp. 11-61). New York: Academic.
11. Konya, C. J. & Walter, E. J. (1990). Surface blast design. Englewood Cliffs: Prentice-Hall.
12. C Kuzu 2008 The importance of site-specific characters in prediction models for blast-induced ground vibrations Soil Dynamics and Earthquake Engineering 28 405 414 10.1016/j.soildyn.2007.06.013 (Pubitemid 351396162)
13. C Kuzu H Ergin 2005 An assessment of environmental impacts of quarry-blasting operation: A case study in Istanbul, Turkey Environmental Geology 48 211 217 10.1007/s00254-005-1291-5 (Pubitemid 41124246)
14. Langefors, U., & Kihlstrom, B. (1978). The modern technique of rock blasting. New York: Wiley.
15. Langer, W. H. (2001). Environmental impacts of mining natural aggregate. In: R. L. Bon, R. F. Riordan, B. T. Tripp, & S. T. Krukowski (Eds.), Proceedings of the 35th forum on the geology of industrial minerals-The Intermountain West forum (pp. 127-138). Utah: Geological Survey Miscellaneous Publication.
16. EH Mamdani S Assilian 1975 An experiment in linguistic synthesis with a fuzzy logic controller International Journal of Man-Machine Studies, 7 1 13 10.1016/S0020-7373(75)80002-2
17. MT Mohamed 2009 Artificial neural network for prediction and control of blasting vibrations in Assiut (Egypt) limestone quarry International Journal of Rock Mechanics & Mining Sciences 46 426 431 10.1016/j.ijrmms.2008.06.004
18. Rosenthal, M. F., & Morlock, G. L. (1987). Blasting guidance manual. U.S Office of Surface Mining Reclamation and Enforcement: U.S. Department of The Interior.
19. Ross, T. J. (2004). Fuzzy logic with engineering applications. London: Wiley.
20. PP Roy 1991 Vibration control in an opencast mine based on improved blast vibration predictors Mining Science and Technology 12 157 165 10.1016/0167-9031(91)91642-U
21. TN Singh 2004 Artificial neural network approach for prediction and control of ground vibrations in mines Transactions of the Institution of Mining and Metallurgy Security A 113 251 256 10.1179/037178404225006137
22. TN Singh V Singh 2005 An intelligent approach to prediction and control ground vibration in mines Geotechnical and Geological Engineering 23 249 262 10.1007/s10706-004-7068-x (Pubitemid 40587427)
23. TJ White RA Farnfield 1993 Computers and blasting Transactions of the Institution of Mining and Metallurgy Security A 102 1 70
24. LA Zadeh 1965 Fuzzy sets Information and Control 8 338 353 10.1016/S0019-9958(65)90241-X
25. LA Zadeh 1973 Outline of a new approach to the analysis of complex systems and decision processes IEEE Transactions on Systems, Man and Cybernetics SMC-3 28 44