Ground vibration prediction in quarry blasting through an artificial neural network optimized by imperialist competitive algorithm
| LEADER | caa a22 4500 | ||
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| 001 | 605454086 | ||
| 003 | CHVBK | ||
| 005 | 20210128100205.0 | ||
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| 008 | 210128e20150801xx s 000 0 eng | ||
| 024 | 7 | 0 | |a 10.1007/s10064-014-0657-x |2 doi |
| 035 | |a (NATIONALLICENCE)springer-10.1007/s10064-014-0657-x | ||
| 245 | 0 | 0 | |a Ground vibration prediction in quarry blasting through an artificial neural network optimized by imperialist competitive algorithm |h [Elektronische Daten] |c [Mohsen Hajihassani, Danial Jahed Armaghani, Aminaton Marto, Edy Tonnizam Mohamad] |
| 246 | 1 | |a Vibrations au sol prédiction dans quarry dynamitage à travers un réseau neural artificiel optimisé par une concurrence impérialiste algorithme | |
| 520 | 3 | |a This paper presents a new hybrid artificial neural network (ANN) optimized by imperialist competitive algorithm (ICA) to predict peak particle velocity (PPV) resulting from quarry blasting. For this purpose, 95 blasting works were precisely monitored in a granite quarry site in Malaysia and PPV values were accurately recorded in each operation. Furthermore, the most influential parameters on PPV were measured and used to train the ICA-ANN model. Considering the measured data from the granite quarry site, a new empirical equation was developed to predict PPV. For comparison, a pre-developed ANN model was developed for PPV prediction. The results demonstrated that the proposed ICA-ANN model is able to predict blasting-induced PPV better than other presented techniques. | |
| 540 | |a Springer-Verlag Berlin Heidelberg, 2014 | ||
| 690 | 7 | |a Blast safety area |2 nationallicence | |
| 690 | 7 | |a Ground vibration |2 nationallicence | |
| 690 | 7 | |a Peak particle velocity |2 nationallicence | |
| 690 | 7 | |a Artificial neural network |2 nationallicence | |
| 690 | 7 | |a Imperialist competitive algorithm |2 nationallicence | |
| 690 | 7 | |a Blast zone de sécurité au sol |2 nationallicence | |
| 690 | 7 | |a vibrations, Pic de vélocité à particules |2 nationallicence | |
| 690 | 7 | |a réseaux de neurones artificiels |2 nationallicence | |
| 690 | 7 | |a concurrentielle impérialiste algorithme |2 nationallicence | |
| 700 | 1 | |a Hajihassani |D Mohsen |u Construction Research Alliance, Universiti Teknologi Malaysia, UTM Skudai, 81310, Johor, Malaysia |4 aut | |
| 700 | 1 | |a Jahed Armaghani |D Danial |u Faculty of Civil Engineering, Department of Geotechnics and Transportation, Universiti Teknologi Malaysia, UTM Skudai, 81310, Johor, Malaysia |4 aut | |
| 700 | 1 | |a Marto |D Aminaton |u Faculty of Civil Engineering, Department of Geotechnics and Transportation, Universiti Teknologi Malaysia, UTM Skudai, 81310, Johor, Malaysia |4 aut | |
| 700 | 1 | |a Tonnizam Mohamad |D Edy |u Faculty of Civil Engineering, Department of Geotechnics and Transportation, Universiti Teknologi Malaysia, UTM Skudai, 81310, Johor, Malaysia |4 aut | |
| 773 | 0 | |t Bulletin of Engineering Geology and the Environment |d Springer Berlin Heidelberg |g 74/3(2015-08-01), 873-886 |x 1435-9529 |q 74:3<873 |1 2015 |2 74 |o 10064 | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/s10064-014-0657-x |q text/html |z Onlinezugriff via DOI |
| 898 | |a BK010053 |b XK010053 |c XK010000 | ||
| 900 | 7 | |a Metadata rights reserved |b Springer special CC-BY-NC licence |2 nationallicence | |
| 908 | |D 1 |a research-article |2 jats | ||
| 949 | |B NATIONALLICENCE |F NATIONALLICENCE |b NL-springer | ||
| 950 | |B NATIONALLICENCE |P 856 |E 40 |u https://doi.org/10.1007/s10064-014-0657-x |q text/html |z Onlinezugriff via DOI | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Hajihassani |D Mohsen |u Construction Research Alliance, Universiti Teknologi Malaysia, UTM Skudai, 81310, Johor, Malaysia |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Jahed Armaghani |D Danial |u Faculty of Civil Engineering, Department of Geotechnics and Transportation, Universiti Teknologi Malaysia, UTM Skudai, 81310, Johor, Malaysia |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Marto |D Aminaton |u Faculty of Civil Engineering, Department of Geotechnics and Transportation, Universiti Teknologi Malaysia, UTM Skudai, 81310, Johor, Malaysia |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Tonnizam Mohamad |D Edy |u Faculty of Civil Engineering, Department of Geotechnics and Transportation, Universiti Teknologi Malaysia, UTM Skudai, 81310, Johor, Malaysia |4 aut | ||
| 950 | |B NATIONALLICENCE |P 773 |E 0- |t Bulletin of Engineering Geology and the Environment |d Springer Berlin Heidelberg |g 74/3(2015-08-01), 873-886 |x 1435-9529 |q 74:3<873 |1 2015 |2 74 |o 10064 | ||