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An Overview of Flyrock and its Prediction in Surface Mine Blasting using Soft Computing Techniques

Cilt: 2 Sayı: 2 31 Aralık 2021
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An Overview of Flyrock and its Prediction in Surface Mine Blasting using Soft Computing Techniques

Öz

The occurrence of flyrocks due to blasting has certainly gained tremendous attention by recent researchers as well as mine operators since time immemorial. With the increase in demand for the mineral and subsequent thrust on the surface mining operations, the mining projects are expanding their scale of operations. As such, not only the mines, but also the nearby inhabitants are endangered. So flyrock is one of the most hazardous side effects of blasting operation in surface mining. There are several empirical methods for predicting flying rocks. The poor performance of these different methods is due to the complexity and difficulty of rock analysis. The existence of various influential parameters and their unknown relationships are the main reasons for the inaccuracy of empirical models. In this light, the present paper gives an overview of state-of-art researches and their outcome in the area of control and prediction of flyrocks. The paper discusses the significant contribution of soft computing techniques in controlling and minimizing the flyrocks. Furthermore, it lays emphasis on scientific and categorical identification of most significant rock explosive and blasting design parameters in the prediction models to enhance their precision and universalization.

Anahtar Kelimeler

Kaynakça

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  5. Armaghani, D.J., Hajihassani, M., Mohamad, E.T., Marto, A., Noorani, S.A. (2013). Blasting-induced flyrock and ground vibration prediction through an expert artificial neural network based on particle swarm optimization. Arabian Journal of Geosciences, 7(12), 5383-5396.
  6. Armaghani, D.J., Hajihassani, M., Monjezi, M., Mohamad, E.T., Marto, A., Moghaddam, M.R. (2015). Application of two intelligent systems in predicting environmental impacts of quarry blasting. Arabian Journal of Geosciences, 8(11), 9647-9665.
  7. Armaghani, D.J., Mohamad, E. T., Hajihassani, M., Alavi Nezhad Khalil Abad, S. V., Marto, A., Moghaddam, M. R. (2015). Evaluation and prediction of flyrock resulting from blasting operations using empirical and computational methods. Engineering with Computers, 32(1), 109–121. doi:10.1007/s00366-015-0402-5
  8. Atashpaz Gargari, E., Hashemzadeh, F., Rajabioun, R., Lucas, C. (2008). Colonial competitive algorithm: a novel approach for PID controller design in MIMO distillation column process. International Journal of Intelligent Computing and Cybernetics, 1(3), 337-355.

Ayrıntılar

Birincil Dil

İngilizce

Konular

Mühendislik

Bölüm

Derleme

Yayımlanma Tarihi

31 Aralık 2021

Gönderilme Tarihi

25 Ağustos 2021

Kabul Tarihi

22 Eylül 2021

Yayımlandığı Sayı

Yıl 2021 Cilt: 2 Sayı: 2

Kaynak Göster

APA
Balakrishnan, V., & Rai, P. (2021). An Overview of Flyrock and its Prediction in Surface Mine Blasting using Soft Computing Techniques. Recep Tayyip Erdogan University Journal of Science and Engineering, 2(2), 105-119. https://doi.org/10.53501/rteufemud.986903
AMA
1.Balakrishnan V, Rai P. An Overview of Flyrock and its Prediction in Surface Mine Blasting using Soft Computing Techniques. RTEÜ-FEMÜD. 2021;2(2):105-119. doi:10.53501/rteufemud.986903
Chicago
Balakrishnan, Vineeth, ve Piyush Rai. 2021. “An Overview of Flyrock and its Prediction in Surface Mine Blasting using Soft Computing Techniques”. Recep Tayyip Erdogan University Journal of Science and Engineering 2 (2): 105-19. https://doi.org/10.53501/rteufemud.986903.
EndNote
Balakrishnan V, Rai P (01 Aralık 2021) An Overview of Flyrock and its Prediction in Surface Mine Blasting using Soft Computing Techniques. Recep Tayyip Erdogan University Journal of Science and Engineering 2 2 105–119.
IEEE
[1]V. Balakrishnan ve P. Rai, “An Overview of Flyrock and its Prediction in Surface Mine Blasting using Soft Computing Techniques”, RTEÜ-FEMÜD, c. 2, sy 2, ss. 105–119, Ara. 2021, doi: 10.53501/rteufemud.986903.
ISNAD
Balakrishnan, Vineeth - Rai, Piyush. “An Overview of Flyrock and its Prediction in Surface Mine Blasting using Soft Computing Techniques”. Recep Tayyip Erdogan University Journal of Science and Engineering 2/2 (01 Aralık 2021): 105-119. https://doi.org/10.53501/rteufemud.986903.
JAMA
1.Balakrishnan V, Rai P. An Overview of Flyrock and its Prediction in Surface Mine Blasting using Soft Computing Techniques. RTEÜ-FEMÜD. 2021;2:105–119.
MLA
Balakrishnan, Vineeth, ve Piyush Rai. “An Overview of Flyrock and its Prediction in Surface Mine Blasting using Soft Computing Techniques”. Recep Tayyip Erdogan University Journal of Science and Engineering, c. 2, sy 2, Aralık 2021, ss. 105-19, doi:10.53501/rteufemud.986903.
Vancouver
1.Vineeth Balakrishnan, Piyush Rai. An Overview of Flyrock and its Prediction in Surface Mine Blasting using Soft Computing Techniques. RTEÜ-FEMÜD. 01 Aralık 2021;2(2):105-19. doi:10.53501/rteufemud.986903

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