Intelligent systems for ground vibration measurement: A comparative study

Engineering with Computers

Volumn 27, Issue 3, 2011, Pages 225-233

  Verma, A K ^b   Singh, T N ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY BOMBAY   (India)

^b NONE

Author keywords

ANN; Genetic algorithm; Ground vibration; P wave; Peak particle velocity; S wave

Indexed keywords

ANN; GROUND VIBRATION; P-WAVE; PEAK PARTICLE VELOCITIES; S-WAVE;

EXPLOSIVES; FORECASTING; GENETIC ALGORITHMS; INTELLIGENT SYSTEMS; MULTIVARIANT ANALYSIS; NEURAL NETWORKS; REGRESSION ANALYSIS; VELOCITY CONTROL;

VIBRATION ANALYSIS;

EID: 79960046157     PISSN: 01770667     EISSN: 14355663     Source Type: Journal    
DOI: 10.1007/s00366-010-0193-7     Document Type: Article

References (26)

1. GR Adhikari 1999 Burden calculation for partially changed blast design conditions Int J Rock Mech Min Sci 36 2 253 256 10.1016/S0148-9062(99)00002-9 (Pubitemid 29321921)
2. A Afrouz FP Hassani R Ucar 1988 An investigation into blasting design for mining excavations J Min Sci Technol 7 45 62 10.1016/S0167-9031(88)90952-8
3. Ambraseys NR, Hendron AJ (1968) Dynamic behaviour of rock masses. In: Rock mechanics in engineering practices. Wiley, London, pp 203-207
4. DP Blair 1993 Blast vibration control in the presence of delay scatter and random fluctuations between blast holes Int J Numer Anal Methods Geomech 17 2 95 118 1234081 10.1002/nag.1610170203 (Pubitemid 23391523)
5. Duvall WI, Fogleson DE (1962) Review of criteria for estimating damage to residences from blasting vibration. USBM-I, 5968
6. Ghosh A, Daemen JK (1983a) A simple new blast vibration predictor. In: Proceedings of 24th US symposium rock mechanics, Texas, pp 151-161
7. Ghosh A, Daemen JK (1983b) A simple new blast vibration predictor (based on wave propagation laws). In: Proceedings of 24th US symposium on rock mechanics, Texas
8. Indian Standard Institute (1973) Criteria for safety and design of structures subjected to underground blast, ISI Bulletin, IS 6922
9. ISRM (1992) Suggested method for blast vibration monitoring. Int J Rock Mech Min Sci Geomech Abstr 29:145-146
10. Langefors U, Kihlstrom B (1978) The modern technique of rock blasting. Wiley, New York
11. Luger GF (2002) Artificial intelligence, structures and strategies for complex problem solving, 4th edn. Addison-Wesley, Harlow, p 471
12. VL Narayana S Mohan 1996 Control of Flyrock for improving Safety in Opencast mines Minetech 17 5 49 64
13. Nicholls HR, Johnson CF, Duvall WI (1971) Blasting vibrations and their effects on structures. Bulletin 656. US Bureau of Mines, Washington, DC, p 105
14. Pal Roy P (1993) Putting ground vibration prediction into practice, vol 241, issue 2. Colliery Guardian, UK, pp 63-67
15. R Rai TN Singh 2004 A new predictor for ground vibration prediction and its comparison with other predictors Ind J Eng Mat Sci 11 178 184 (Pubitemid 39395029)
16. Rajasekaran S, Pai GAV (2003) Neural networks, fuzzy logic and genetic algorithms synthesis and applications. Prentice-Hall, Englewood Cliffs, p 227
17. Roy PP, Dhar BB (1993) Comparative assessment of ground vibration and fragmentation in three iron ore deposits in Inida. Proceedings, Vienna, Austria, pp 287-294
18. A Rustan 1992 Burden, spacing and bore hole diameter at rock blasting Int J Surf Min Reclam 6 141 149 10.1080/09208119208944329
19. TN Singh 2004 Artificial Neural Network approach for prediction and control of ground vibrations in mines Min Technol (Trans Inst Min Metall A) 113 A251 A257 10.1179/037178404225006137
20. TN Singh V Singh 2005 An intelligent approach to prediction and control ground vibration in mines Geotech Geol Eng 23 249 262 10.1007/s10706-004-7068-x (Pubitemid 40587427)
21. Singh AP, Singh TN (2006) Assessing instability of coal mine waste dump. Indian Miner Ind J 113-118
22. Singh MM, Singh RB, Bagchi A, Dhar BB (1993) Report on study on deep hole blasting at Kurasia open cast mine to contain ground vibration and flyrock within same limit. CMRS. Technical report, pp 5-10
23. TN Singh R Kanchan K Saigal AK Verma 2004 Prediction of P-wave velocity and anisotropic properties of rock using Artificial Neural Networks technique J Sci Ind Res 63 1 32 38 (Pubitemid 38122924)
24. TN Singh R Kanchan AK Verma 2004 Prediction of blast induced ground vibration and frequency using an artificial intelligence technique Int J Noise Vibration Worldwide Multi Sci Publ UK 35 11 7 14 10.1260/0957456042880192
25. Siskind DE, Stagg MS, Kopp JW, Dowding CH (1980) Structure response and damage produced by ground vibration from surface mine blasting. USBM RI 8507, p 74
26. Wiss JF, Linehan PW (1978) Control of vibration and air noise from surface coal mines-III. Bureau of Mines, US, Report No. OFR, vol 103, issue 3, p 79