Skip to main content
Erschienen in: Journal of Intelligent Manufacturing 4/2017

15.01.2015

Development of an evaluation system for blasting patterns to provide efficient production

verfasst von: Mojtaba Yari, Raheb Bagherpour, Saeed Jamali

Erschienen in: Journal of Intelligent Manufacturing | Ausgabe 4/2017

Einloggen

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

search-config
loading …

Abstract

Blasting is one of the most important operations in mining projects involving production. Inappropriate blasting pattern may lead to unwanted events such as poor fragmentation, back break, fly rock, etc., as well as strong effects on the production rate. In fact, the selection of the most suitable pattern among the previously performed patterns can be considered as a Multi Attribute Decision Making problem. In this paper, first, from various performed patterns, the efficient and inefficient ones were determined using Data Envelopment Analysis. In the second step, linear assignment was used to evaluate the efficient patterns and recognize the most suitable pattern for providing high production rate. According to the obtained results, blasting pattern with the burden of 3.5 m, the spacing of 4.5 m, the stemming of 3.8 m and the hole length of 12.1 m was selected as the most appropriate blasting pattern and suggested for the future blasting operations.

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

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!

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!

Literatur
Zurück zum Zitat Ak, H., Iphar, M., Yavuz, M., & Konuk, A. (2009). Evaluation of ground vibration effect of blasting operations in a magnesite mine. Soil Dynamics and Earthquake Engineering, 29(4), 669–676.CrossRef Ak, H., Iphar, M., Yavuz, M., & Konuk, A. (2009). Evaluation of ground vibration effect of blasting operations in a magnesite mine. Soil Dynamics and Earthquake Engineering, 29(4), 669–676.CrossRef
Zurück zum Zitat Ak, H., & Konuk, A. (2008). The effect of discontinuity frequency on ground vibrations produced from bench blasting: A case study. Soil Dynamics and Earthquake Engineering, 28(9), 686–694.CrossRef Ak, H., & Konuk, A. (2008). The effect of discontinuity frequency on ground vibrations produced from bench blasting: A case study. Soil Dynamics and Earthquake Engineering, 28(9), 686–694.CrossRef
Zurück zum Zitat Al-Refaie, A., & Al-Tahat, M. D. (2011). Solving the multi-response problem in Taguchi method by benevolent formulation in DEA. Journal of Intelligent Manufacturing, 22(4), 505–521.CrossRef Al-Refaie, A., & Al-Tahat, M. D. (2011). Solving the multi-response problem in Taguchi method by benevolent formulation in DEA. Journal of Intelligent Manufacturing, 22(4), 505–521.CrossRef
Zurück zum Zitat Allen, R., & Thanassoulis, E. (2004). Improving envelopment in data envelopment analysis. European Journal of Operational Research, 154(2), 363–379.CrossRef Allen, R., & Thanassoulis, E. (2004). Improving envelopment in data envelopment analysis. European Journal of Operational Research, 154(2), 363–379.CrossRef
Zurück zum Zitat Amini, H., Gholami, R., Monjezi, M., Torabi, S. R., & Zadhesh, J. (2011). Evaluation of flyrock phenomenon due to blasting operation by support vector machine. Neural Computing and Applications, 1–9. Amini, H., Gholami, R., Monjezi, M., Torabi, S. R., & Zadhesh, J. (2011). Evaluation of flyrock phenomenon due to blasting operation by support vector machine. Neural Computing and Applications, 1–9.
Zurück zum Zitat Athanassopoulos, A. D., Lambroukos, N., & Seiford, L. (1999). Data envelopment scenario analysis for setting targets to electricity generating plants. European Journal of Operational Research, 115(3), 413–428.CrossRef Athanassopoulos, A. D., Lambroukos, N., & Seiford, L. (1999). Data envelopment scenario analysis for setting targets to electricity generating plants. European Journal of Operational Research, 115(3), 413–428.CrossRef
Zurück zum Zitat Azadeh, A., Osanloo, M., & Ataei, M. (2010). A new approach to mining method selection based on modifying the Nicholas technique. Applied Soft Computing, 10(4), 1040–1061. Azadeh, A., Osanloo, M., & Ataei, M. (2010). A new approach to mining method selection based on modifying the Nicholas technique. Applied Soft Computing, 10(4), 1040–1061.
Zurück zum Zitat Bajpayee, T., Bhatt, S. K., Rehak, T. R., Engineer, G., Mowrey, G. L., & Ingram, D. K. (2003). Fatal accidents due to flyrock and lack of blast area security and working practices in mining. Journal of Mines, Metals and Fuels, 51(11–12), 344–349. Bajpayee, T., Bhatt, S. K., Rehak, T. R., Engineer, G., Mowrey, G. L., & Ingram, D. K. (2003). Fatal accidents due to flyrock and lack of blast area security and working practices in mining. Journal of Mines, Metals and Fuels, 51(11–12), 344–349.
Zurück zum Zitat Bajpayee, T., Rehak, T., Mowrey, G., & Ingram, D. A. (2002). Summary of fatal accidents due to flyrock and lack of blast area security in surface mining, 1989 to 1999. In Proceedings of the annual of the conference on explosives and blasting technique, (Vol. 2, pp. 105–118): ISEE 1999. Bajpayee, T., Rehak, T., Mowrey, G., & Ingram, D. A. (2002). Summary of fatal accidents due to flyrock and lack of blast area security in surface mining, 1989 to 1999. In Proceedings of the annual of the conference on explosives and blasting technique, (Vol. 2, pp. 105–118): ISEE 1999.
Zurück zum Zitat Bajpayee, T., Rehak, T., Mowrey, G., & Ingram, D. (2004). Blasting injuries in surface mining with emphasis on flyrock and blast area security. Journal of Safety Research, 35(1), 47–57.CrossRef Bajpayee, T., Rehak, T., Mowrey, G., & Ingram, D. (2004). Blasting injuries in surface mining with emphasis on flyrock and blast area security. Journal of Safety Research, 35(1), 47–57.CrossRef
Zurück zum Zitat Bajpayee, T., Verakis, H., & Lobb, T. (2004). An analysis and prevention of flyrock accidents in surface blasting operations. In Proceedings of the annual of the conference on explosives and blasting technique, (Vol. 2, pp. 401–410): ISEE; 1999. Bajpayee, T., Verakis, H., & Lobb, T. (2004). An analysis and prevention of flyrock accidents in surface blasting operations. In Proceedings of the annual of the conference on explosives and blasting technique, (Vol. 2, pp. 401–410): ISEE; 1999.
Zurück zum Zitat Bakhshandeh Amnieh, H., Siamaki, A., & Soltani, S. (2012). Design of blasting pattern in proportion to the peak particle velocity (PPV): Artificial neural networks approach. Safety Science, 50(9), 1913–1916.CrossRef Bakhshandeh Amnieh, H., Siamaki, A., & Soltani, S. (2012). Design of blasting pattern in proportion to the peak particle velocity (PPV): Artificial neural networks approach. Safety Science, 50(9), 1913–1916.CrossRef
Zurück zum Zitat Bal, H., Örkcü, H. H., & Çelebioğlu, S. (2010). Improving the discrimination power and weights dispersion in the data envelopment analysis. Computers and Operations Research, 37(1), 99–107.CrossRef Bal, H., Örkcü, H. H., & Çelebioğlu, S. (2010). Improving the discrimination power and weights dispersion in the data envelopment analysis. Computers and Operations Research, 37(1), 99–107.CrossRef
Zurück zum Zitat Bazzazi, A. A., Osanloo, M., & Karimi, B. (2011). A new fuuzzy multi criteria decision making model for open pit mines equipment selection. Asia-Pacific Journal of Operational Research, 28(03), 279–300.CrossRef Bazzazi, A. A., Osanloo, M., & Karimi, B. (2011). A new fuuzzy multi criteria decision making model for open pit mines equipment selection. Asia-Pacific Journal of Operational Research, 28(03), 279–300.CrossRef
Zurück zum Zitat Bazzazi, A. A., Osanloo, M., & Soltanmohammadi, H. (2008). Loading-haulage equipment selection in open pit mines based on fuzzy-TOPSIS method. Gospodarka Surowcami Mineralnymi, 24. Bazzazi, A. A., Osanloo, M., & Soltanmohammadi, H. (2008). Loading-haulage equipment selection in open pit mines based on fuzzy-TOPSIS method. Gospodarka Surowcami Mineralnymi, 24.
Zurück zum Zitat Bejari, H., Shahriar, K., Hamidi, J. K., & Shirazi, M. A. (2010). Optimal tunneling method selection using fuzzy multiple attribute decision making technique. In ISRM International symposium-6th Asian rock mechanics symposium. Bejari, H., Shahriar, K., Hamidi, J. K., & Shirazi, M. A. (2010). Optimal tunneling method selection using fuzzy multiple attribute decision making technique. In ISRM International symposium-6th Asian rock mechanics symposium.
Zurück zum Zitat Chakraborty, A., Raina, A., Ramulu, M., Choudhury, P., Haldar, A., Sahu, P., et al. (2004). Parametric study to develop guidelines for blast fragmentation improvement in jointed and massive formations. Engineering Geology, 73(1), 105–116.CrossRef Chakraborty, A., Raina, A., Ramulu, M., Choudhury, P., Haldar, A., Sahu, P., et al. (2004). Parametric study to develop guidelines for blast fragmentation improvement in jointed and massive formations. Engineering Geology, 73(1), 105–116.CrossRef
Zurück zum Zitat Cho, S. H., & Kaneko, K. (2004). Rock fragmentation control in blasting. Materials Transactions, 45(5), 1722–1730.CrossRef Cho, S. H., & Kaneko, K. (2004). Rock fragmentation control in blasting. Materials Transactions, 45(5), 1722–1730.CrossRef
Zurück zum Zitat Chu, M.-T., Shyu, J. Z., & Khosla, R. (2008). Measuring the relative performance for leading fabless firms by using data envelopment analysis. Journal of Intelligent Manufacturing, 19(3), 257–272.CrossRef Chu, M.-T., Shyu, J. Z., & Khosla, R. (2008). Measuring the relative performance for leading fabless firms by using data envelopment analysis. Journal of Intelligent Manufacturing, 19(3), 257–272.CrossRef
Zurück zum Zitat Cooper, W. W., Seiford, L. M., & Tone, K. (2005). Introduction to data envelopment analysis and its uses: With DEA-solver software and references. Cooper, W. W., Seiford, L. M., & Tone, K. (2005). Introduction to data envelopment analysis and its uses: With DEA-solver software and references.
Zurück zum Zitat Cooper, W. W., Seiford, L. M., & Tone, K. (2007). Data envelopment analysis: A comprehensive text with models, applications, references and DEA-solver software. Berlin: Springer. Cooper, W. W., Seiford, L. M., & Tone, K. (2007). Data envelopment analysis: A comprehensive text with models, applications, references and DEA-solver software. Berlin: Springer.
Zurück zum Zitat Crum, S., & Crum, S. (1990). Fractal concepts applied to bench-blast fragmentation. Rock Mechanics Contributions and Challenges: Proc. 919. Crum, S., & Crum, S. (1990). Fractal concepts applied to bench-blast fragmentation. Rock Mechanics Contributions and Challenges: Proc. 919.
Zurück zum Zitat Dağdeviren, M. (2008). Decision making in equipment selection: An integrated approach with AHP and PROMETHEE. Journal of Intelligent Manufacturing, 19(4), 397–406.CrossRef Dağdeviren, M. (2008). Decision making in equipment selection: An integrated approach with AHP and PROMETHEE. Journal of Intelligent Manufacturing, 19(4), 397–406.CrossRef
Zurück zum Zitat Dehghani, H., & Ataee-Pour, M. (2011). Development of a model to predict peak particle velocity in a blasting operation. International Journal of Rock Mechanics and Mining Sciences, 48(1), 51–58.CrossRef Dehghani, H., & Ataee-Pour, M. (2011). Development of a model to predict peak particle velocity in a blasting operation. International Journal of Rock Mechanics and Mining Sciences, 48(1), 51–58.CrossRef
Zurück zum Zitat Erarslan, K., Uysal, Ö., Arpaz, E., & Cebi, M. A. (2008). Barrier holes and trench application to reduce blast induced vibration in Seyitomer coal mine. Environmental Geology, 54(6), 1325–1331. Erarslan, K., Uysal, Ö., Arpaz, E., & Cebi, M. A. (2008). Barrier holes and trench application to reduce blast induced vibration in Seyitomer coal mine. Environmental Geology, 54(6), 1325–1331.
Zurück zum Zitat Gate, W., Ortiz, B., & Florez, R. (2005). Analysis of rockfall and blasting backbreak problems. In Paper ARMA/USRMS, proceedings of the American rock mechanics conference, (Vol. 5, pp. 671–680). Gate, W., Ortiz, B., & Florez, R. (2005). Analysis of rockfall and blasting backbreak problems. In Paper ARMA/USRMS, proceedings of the American rock mechanics conference, (Vol. 5, pp. 671–680).
Zurück zum Zitat Ghasemi, E., Amini, H., Ataei, M., & Khalokakaei, R. (2012a). Application of artificial intelligence techniques for predicting the flyrock distance caused by blasting operation. Arabian Journal of Geosciences, 1–10. Ghasemi, E., Amini, H., Ataei, M., & Khalokakaei, R. (2012a). Application of artificial intelligence techniques for predicting the flyrock distance caused by blasting operation. Arabian Journal of Geosciences, 1–10.
Zurück zum Zitat Ghasemi, E., Sari, M., & Ataei, M. (2012b). Development of an empirical model for predicting the effects of controllable blasting parameters on flyrock distance in surface mines. International Journal of Rock Mechanics and Mining Sciences, 52, 163–170.CrossRef Ghasemi, E., Sari, M., & Ataei, M. (2012b). Development of an empirical model for predicting the effects of controllable blasting parameters on flyrock distance in surface mines. International Journal of Rock Mechanics and Mining Sciences, 52, 163–170.CrossRef
Zurück zum Zitat Guoliang, Z., & Sijing, C. (2010). The application of fuzzy comprehensive evaluation and topsis approach to selection of optimum underground mining method. In information science and engineering (ICISE), 2010 2nd international conference on, 2010 (pp. 6233–6237): IEEE. Guoliang, Z., & Sijing, C. (2010). The application of fuzzy comprehensive evaluation and topsis approach to selection of optimum underground mining method. In information science and engineering (ICISE), 2010 2nd international conference on, 2010 (pp. 6233–6237): IEEE.
Zurück zum Zitat Guosheng, Z., Jiang, L., & Kui, Z. (2011). Structural safety criteria for blasting vibration based on wavelet packet energy spectra. Mining Science and Technology (China), 21(1), 35–40.CrossRef Guosheng, Z., Jiang, L., & Kui, Z. (2011). Structural safety criteria for blasting vibration based on wavelet packet energy spectra. Mining Science and Technology (China), 21(1), 35–40.CrossRef
Zurück zum Zitat Hekmat, A., Osanloo, M., & Shirazi, A. (2008). New approach for selection of waste dump sites in open pit mines. Mining Technology, 117(1), 24–31.CrossRef Hekmat, A., Osanloo, M., & Shirazi, A. (2008). New approach for selection of waste dump sites in open pit mines. Mining Technology, 117(1), 24–31.CrossRef
Zurück zum Zitat Hermans, E., Brijs, T., Wets, G., & Vanhoof, K. (2009). Benchmarking road safety: Lessons to learn from a data envelopment analysis. Accident Analysis and Prevention, 41(1), 174–182.CrossRef Hermans, E., Brijs, T., Wets, G., & Vanhoof, K. (2009). Benchmarking road safety: Lessons to learn from a data envelopment analysis. Accident Analysis and Prevention, 41(1), 174–182.CrossRef
Zurück zum Zitat Hudaverdi, T. (2012). Application of multivariate analysis for prediction of blast-induced ground vibrations. Soil Dynamics and Earthquake Engineering, 43, 300–308.CrossRef Hudaverdi, T. (2012). Application of multivariate analysis for prediction of blast-induced ground vibrations. Soil Dynamics and Earthquake Engineering, 43, 300–308.CrossRef
Zurück zum Zitat Hwang, C. L., & Yoon, K. (1981). Multiple attribute decision making: Methods and applications: A state-of-the-art survey (Vol. 13). New York: Springer-Verlag.CrossRef Hwang, C. L., & Yoon, K. (1981). Multiple attribute decision making: Methods and applications: A state-of-the-art survey (Vol. 13). New York: Springer-Verlag.CrossRef
Zurück zum Zitat Inanloo Arabi Shad, H., & Ahangari, K. (2012). An empirical relation to calculate the proper burden in blast design of open pit mines based on modification of the Konya relation. International Journal of Rock Mechanics and Mining Sciences, 56, 121–126.CrossRef Inanloo Arabi Shad, H., & Ahangari, K. (2012). An empirical relation to calculate the proper burden in blast design of open pit mines based on modification of the Konya relation. International Journal of Rock Mechanics and Mining Sciences, 56, 121–126.CrossRef
Zurück zum Zitat Iphar, M., Yavuz, M., & Ak, H. (2008). Prediction of ground vibrations resulting from the blasting operations in an open-pit mine by adaptive neuro-fuzzy inference system. Environmental Geology, 56(1), 97–107. Iphar, M., Yavuz, M., & Ak, H. (2008). Prediction of ground vibrations resulting from the blasting operations in an open-pit mine by adaptive neuro-fuzzy inference system. Environmental Geology, 56(1), 97–107.
Zurück zum Zitat Jimeno, C. (1995). Rock drilling and blasting. Rotterdam, Brookfield: AA Balkema. Jimeno, C. (1995). Rock drilling and blasting. Rotterdam, Brookfield: AA Balkema.
Zurück zum Zitat Kao, C., & Liu, S.-T. (2009). Stochastic data envelopment analysis in measuring the efficiency of Taiwan commercial banks. European Journal of Operational Research, 196(1), 312–322.CrossRef Kao, C., & Liu, S.-T. (2009). Stochastic data envelopment analysis in measuring the efficiency of Taiwan commercial banks. European Journal of Operational Research, 196(1), 312–322.CrossRef
Zurück zum Zitat Kecojevic, V., & Radomsky, M. (2005). Flyrock phenomena and area security in blasting-related accidents. Safety Science, 43(9), 739–750.CrossRef Kecojevic, V., & Radomsky, M. (2005). Flyrock phenomena and area security in blasting-related accidents. Safety Science, 43(9), 739–750.CrossRef
Zurück zum Zitat Khandelwal, M., & Monjezi, M. (2012). Prediction of backbreak in open-pit blasting operations using the machine learning method. Rock Mechanics and Rock Engineering, 1–8. Khandelwal, M., & Monjezi, M. (2012). Prediction of backbreak in open-pit blasting operations using the machine learning method. Rock Mechanics and Rock Engineering, 1–8.
Zurück zum Zitat Kulatilake, P., Qiong, W., Hudaverdi, T., & Kuzu, C. (2010). Mean particle size prediction in rock blast fragmentation using neural networks. Engineering Geology, 114(3), 298–311.CrossRef Kulatilake, P., Qiong, W., Hudaverdi, T., & Kuzu, C. (2010). Mean particle size prediction in rock blast fragmentation using neural networks. Engineering Geology, 114(3), 298–311.CrossRef
Zurück zum Zitat Lashgari, A., Fouladgar, M. M., Yazdani-Chamzini, A., & Skibniewski, M. J. (2011). Using an integrated model for shaft sinking method selection. Journal of Civil Engineering and Management, 17(4), 569–580.CrossRef Lashgari, A., Fouladgar, M. M., Yazdani-Chamzini, A., & Skibniewski, M. J. (2011). Using an integrated model for shaft sinking method selection. Journal of Civil Engineering and Management, 17(4), 569–580.CrossRef
Zurück zum Zitat Lashgari, A., Yazdani-Chamzini, A., Fouladgar, M. M., Zavadskas, E. K., Shafiee, S., & Abbate, N. (2012). Equipment selection using fuzzy multi criteria decision making model: Key study of gole gohar iron min. Engineering Economics, 23(2), 125–136.CrossRef Lashgari, A., Yazdani-Chamzini, A., Fouladgar, M. M., Zavadskas, E. K., Shafiee, S., & Abbate, N. (2012). Equipment selection using fuzzy multi criteria decision making model: Key study of gole gohar iron min. Engineering Economics, 23(2), 125–136.CrossRef
Zurück zum Zitat Lashgari, A., Yazdani, A., & Sayadi, A. (2010). Methods for equipments selection in surface mining; review. Lashgari, A., Yazdani, A., & Sayadi, A. (2010). Methods for equipments selection in surface mining; review.
Zurück zum Zitat Latham, J.-P., Van Meulen, J., & Dupray, S. (2006). Prediction of fragmentation and yield curves with reference to armourstone production. Engineering Geology, 87(1), 60–74.CrossRef Latham, J.-P., Van Meulen, J., & Dupray, S. (2006). Prediction of fragmentation and yield curves with reference to armourstone production. Engineering Geology, 87(1), 60–74.CrossRef
Zurück zum Zitat Li, S., Jahanshahloo, G. R., & Khodabakhshi, M. (2007). A super-efficiency model for ranking efficient units in data envelopment analysis. Applied Mathematics and Computation, 184(2), 638–648.CrossRef Li, S., Jahanshahloo, G. R., & Khodabakhshi, M. (2007). A super-efficiency model for ranking efficient units in data envelopment analysis. Applied Mathematics and Computation, 184(2), 638–648.CrossRef
Zurück zum Zitat Little, T., & Blair, D. (2010). Mechanistic Monte Carlo models for analysis of flyrock risk. Rock Fragmentation by Blasting, 641–647. Little, T., & Blair, D. (2010). Mechanistic Monte Carlo models for analysis of flyrock risk. Rock Fragmentation by Blasting, 641–647.
Zurück zum Zitat Michaux, S., & Djordjevic, N. (2005). Influence of explosive energy on the strength of the rock fragments and SAG mill throughput. Minerals Engineering, 18(4), 439–448.CrossRef Michaux, S., & Djordjevic, N. (2005). Influence of explosive energy on the strength of the rock fragments and SAG mill throughput. Minerals Engineering, 18(4), 439–448.CrossRef
Zurück zum Zitat Mikaeil, R., Naghadehi, M. Z., Ataei, M., & KhaloKakaie, R. (2009). A decision support system using fuzzy analytical hierarchy process (FAHP) and TOPSIS approaches for selection of the optimum underground mining method. Archives of Mining Sciences, 54(2), 341–368. Mikaeil, R., Naghadehi, M. Z., Ataei, M., & KhaloKakaie, R. (2009). A decision support system using fuzzy analytical hierarchy process (FAHP) and TOPSIS approaches for selection of the optimum underground mining method. Archives of Mining Sciences, 54(2), 341–368.
Zurück zum Zitat Monjezi, M., Ahmadi, M., Sheikhan, M., Bahrami, A., & Salimi, A. (2010a). Predicting blast-induced ground vibration using various types of neural networks. Soil Dynamics and Earthquake Engineering, 30(11), 1233–1236.CrossRef Monjezi, M., Ahmadi, M., Sheikhan, M., Bahrami, A., & Salimi, A. (2010a). Predicting blast-induced ground vibration using various types of neural networks. Soil Dynamics and Earthquake Engineering, 30(11), 1233–1236.CrossRef
Zurück zum Zitat Monjezi, M., Amini Khoshalan, H., & Yazdian Varjani, A. (2011a). Optimization of open pit blast parameters using genetic algorithm. International Journal of Rock Mechanics and Mining Sciences, 48(5), 864–869.CrossRef Monjezi, M., Amini Khoshalan, H., & Yazdian Varjani, A. (2011a). Optimization of open pit blast parameters using genetic algorithm. International Journal of Rock Mechanics and Mining Sciences, 48(5), 864–869.CrossRef
Zurück zum Zitat Monjezi, M., Amini Khoshalan, H., & Yazdian Varjani, A. (2012). Prediction of flyrock and backbreak in open pit blasting operation: A neuro-genetic approach. Arabian Journal of Geosciences, 5(3), 441.CrossRef Monjezi, M., Amini Khoshalan, H., & Yazdian Varjani, A. (2012). Prediction of flyrock and backbreak in open pit blasting operation: A neuro-genetic approach. Arabian Journal of Geosciences, 5(3), 441.CrossRef
Zurück zum Zitat Monjezi, M., Bahrami, A., Varjani, A. Y., & Sayadi, A. R. (2011b). Prediction and controlling of flyrock in blasting operation using artificial neural network. Arabian Journal of Geosciences, 4(3), 421–425.CrossRef Monjezi, M., Bahrami, A., Varjani, A. Y., & Sayadi, A. R. (2011b). Prediction and controlling of flyrock in blasting operation using artificial neural network. Arabian Journal of Geosciences, 4(3), 421–425.CrossRef
Zurück zum Zitat Monjezi, M., & Dehghani, H. (2008). Evaluation of effect of blasting pattern parameters on back break using neural networks. International Journal of Rock Mechanics and Mining Sciences, 45(8), 1446–1453.CrossRef Monjezi, M., & Dehghani, H. (2008). Evaluation of effect of blasting pattern parameters on back break using neural networks. International Journal of Rock Mechanics and Mining Sciences, 45(8), 1446–1453.CrossRef
Zurück zum Zitat Monjezi, M., Ghafurikalajahi, M., & Bahrami, A. (2011c). Prediction of blast-induced ground vibration using artificial neural networks. Tunnelling and Underground Space Technology, 26(1), 46–50.CrossRef Monjezi, M., Ghafurikalajahi, M., & Bahrami, A. (2011c). Prediction of blast-induced ground vibration using artificial neural networks. Tunnelling and Underground Space Technology, 26(1), 46–50.CrossRef
Zurück zum Zitat Monjezi, M., & Rezaei, M. (2011). Developing a new fuzzy model to predict burden from rock geomechanical properties. Expert Systems with Applications, 38(8), 9266–9273.CrossRef Monjezi, M., & Rezaei, M. (2011). Developing a new fuzzy model to predict burden from rock geomechanical properties. Expert Systems with Applications, 38(8), 9266–9273.CrossRef
Zurück zum Zitat Monjezi, M., Rezaei, M., & Yazdian, A. (2010b). Prediction of backbreak in open-pit blasting using fuzzy set theory. Expert Systems with Applications, 37(3), 2637–2643.CrossRef Monjezi, M., Rezaei, M., & Yazdian, A. (2010b). Prediction of backbreak in open-pit blasting using fuzzy set theory. Expert Systems with Applications, 37(3), 2637–2643.CrossRef
Zurück zum Zitat Morin, M. A., & Ficarazzo, F. (2006). Monte Carlo simulation as a tool to predict blasting fragmentation based on the Kuz-Ram model. Computers and Geosciences, 32(3), 352–359.CrossRef Morin, M. A., & Ficarazzo, F. (2006). Monte Carlo simulation as a tool to predict blasting fragmentation based on the Kuz-Ram model. Computers and Geosciences, 32(3), 352–359.CrossRef
Zurück zum Zitat Namin, F. S., Shahriar, K., Ataee-pour, M., & Dehghani, H. (2008). A new model for mining method selection of mineral deposit based on fuzzy decision making. Namin, F. S., Shahriar, K., Ataee-pour, M., & Dehghani, H. (2008). A new model for mining method selection of mineral deposit based on fuzzy decision making.
Zurück zum Zitat Ning, K. (1999). Prevention measures for controlling flyrock in engineering blasting [J]. Blasting. Ning, K. (1999). Prevention measures for controlling flyrock in engineering blasting [J]. Blasting.
Zurück zum Zitat Ozkahraman, H. (2006). Fragmentation assessment and design of blast pattern at Goltas Limestone Quarry, Turkey. International Journal of Rock Mechanics and Mining Sciences, 43(4), 628–633.CrossRef Ozkahraman, H. (2006). Fragmentation assessment and design of blast pattern at Goltas Limestone Quarry, Turkey. International Journal of Rock Mechanics and Mining Sciences, 43(4), 628–633.CrossRef
Zurück zum Zitat Rehak, T., Bajpayee, T., Mowrey, G., & Ingram, D. (2001). Flyrock issues in blasting. In proceedings of the annual conference on explosives and blasting technique, 2001 (Vol. 1, pp. 165–176): ISEE; 1999. Rehak, T., Bajpayee, T., Mowrey, G., & Ingram, D. (2001). Flyrock issues in blasting. In proceedings of the annual conference on explosives and blasting technique, 2001 (Vol. 1, pp. 165–176): ISEE; 1999.
Zurück zum Zitat Rezaei, M., & Monjezi, M. (2011). Development of a fuzzy model to predict flyrock in surface mining. Safety Science, 49(2), 298–305. Rezaei, M., & Monjezi, M. (2011). Development of a fuzzy model to predict flyrock in surface mining. Safety Science, 49(2), 298–305.
Zurück zum Zitat Sanchidrián, J., Segarra, P., & López, L. (2006). A practical procedure for the measurement of fragmentation by blasting by image analysis. Rock Mechanics and Rock Engineering, 39(4), 359–382.CrossRef Sanchidrián, J., Segarra, P., & López, L. (2006). A practical procedure for the measurement of fragmentation by blasting by image analysis. Rock Mechanics and Rock Engineering, 39(4), 359–382.CrossRef
Zurück zum Zitat Sheikhalishahi, M., Ebrahimipour, V., & Farahani, M. H. (2013). An integrated GA-DEA algorithm for determining the most effective maintenance policy for ak-out-of-n problem. Journal of Intelligent Manufacturing, 1–8. Sheikhalishahi, M., Ebrahimipour, V., & Farahani, M. H. (2013). An integrated GA-DEA algorithm for determining the most effective maintenance policy for ak-out-of-n problem. Journal of Intelligent Manufacturing, 1–8.
Zurück zum Zitat Shim, H.-J., Ryu, D.-W., Chung, S.-K., Synn, J.-H., & Song, J.-J. (2009). Optimized blasting design for large-scale quarrying based on a 3-D spatial distribution of rock factor. International Journal of Rock Mechanics and Mining Sciences, 46(2), 326–332.CrossRef Shim, H.-J., Ryu, D.-W., Chung, S.-K., Synn, J.-H., & Song, J.-J. (2009). Optimized blasting design for large-scale quarrying based on a 3-D spatial distribution of rock factor. International Journal of Rock Mechanics and Mining Sciences, 46(2), 326–332.CrossRef
Zurück zum Zitat Shuran, L., & Shujin, L. (2011). Applying BP Neural Network Model to Forecast Peak Velocity of Blasting Ground Vibration. Procedia Engineering, 26, 257–263.CrossRef Shuran, L., & Shujin, L. (2011). Applying BP Neural Network Model to Forecast Peak Velocity of Blasting Ground Vibration. Procedia Engineering, 26, 257–263.CrossRef
Zurück zum Zitat Singh, T., & Singh, V. (2005). An intelligent approach to prediction and control ground vibration in mines. Geotechnical and Geological Engineering, 23(3), 249–262.CrossRef Singh, T., & Singh, V. (2005). An intelligent approach to prediction and control ground vibration in mines. Geotechnical and Geological Engineering, 23(3), 249–262.CrossRef
Zurück zum Zitat Sowlati, T., Paradi, J. C., & Suld, C. (2005). Information systems project prioritization using data envelopment analysis. Mathematical and Computer Modelling, 41(11), 1279–1298. Sowlati, T., Paradi, J. C., & Suld, C. (2005). Information systems project prioritization using data envelopment analysis. Mathematical and Computer Modelling, 41(11), 1279–1298.
Zurück zum Zitat Stojadinović, S., Pantović, R., & Žikić, M. (2011). Prediction of flyrock trajectories for forensic applications using ballistic flight equations. International Journal of Rock Mechanics and Mining Sciences, 48(7), 1086–1094.CrossRef Stojadinović, S., Pantović, R., & Žikić, M. (2011). Prediction of flyrock trajectories for forensic applications using ballistic flight equations. International Journal of Rock Mechanics and Mining Sciences, 48(7), 1086–1094.CrossRef
Zurück zum Zitat Tota, E. W., Mudge, K., Branson, J. W., Georgiou, P. N., Gavrilovic, M., & Watson, J. D. (2001). Method and apparatus for flyrock control in small charge blasting. Google Patents. Tota, E. W., Mudge, K., Branson, J. W., Georgiou, P. N., Gavrilovic, M., & Watson, J. D. (2001). Method and apparatus for flyrock control in small charge blasting. Google Patents.
Zurück zum Zitat Wang, C.-H., & Wu, H.-S. (2014). A novel framework to evaluate programmable logic controllers: A fuzzy MCDM perspective. Journal of Intelligent Manufacturing, 1–10. Wang, C.-H., & Wu, H.-S. (2014). A novel framework to evaluate programmable logic controllers: A fuzzy MCDM perspective. Journal of Intelligent Manufacturing, 1–10.
Zurück zum Zitat Yazdani-Chamzini, A., & Yakhchali, S. H. (2012). Handling equipment selection in open pit mines by using an integrated model based on group decision making. International Journal of Industrial Engineering, 3. Yazdani-Chamzini, A., & Yakhchali, S. H. (2012). Handling equipment selection in open pit mines by using an integrated model based on group decision making. International Journal of Industrial Engineering, 3.
Metadaten
Titel
Development of an evaluation system for blasting patterns to provide efficient production
verfasst von
Mojtaba Yari
Raheb Bagherpour
Saeed Jamali
Publikationsdatum
15.01.2015
Verlag
Springer US
Erschienen in
Journal of Intelligent Manufacturing / Ausgabe 4/2017
Print ISSN: 0956-5515
Elektronische ISSN: 1572-8145
DOI
https://doi.org/10.1007/s10845-015-1036-6

Weitere Artikel der Ausgabe 4/2017

Journal of Intelligent Manufacturing 4/2017 Zur Ausgabe

    Marktübersichten

    Die im Laufe eines Jahres in der „adhäsion“ veröffentlichten Marktübersichten helfen Anwendern verschiedenster Branchen, sich einen gezielten Überblick über Lieferantenangebote zu verschaffen.