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Geomechanics and Engineering Volume 25, Number 2, April25 2021 , pages 135-142 DOI: https://doi.org/10.12989/gae.2021.25.2.135 |
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Cluster and information entropy analysis of acoustic emission during rock failure process |
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Zhenghu Zhang, Lihua Hu, Tiexin Liu, Hongchun Zheng and Chun'an Tang
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| Abstract | ||
| This study provided a new research perspective for processing and analyzing AE data to evaluate rock failure. Cluster method and information entropy theory were introduced to investigate temporal and spatial correlation of acoustic emission (AE) events during the rock failure process. Laboratory experiments of granite subjected to compression were carried out, accompanied by real-time acoustic emission monitoring. The cumulative length and dip angle curves of single links were fitted by different distribution models and distribution functions of link length and directionality were determined. Spatial scale and directionality of AE event distribution, which are characterized by two parameters, i.e., spatial correlation length and spatial correlation directionality, were studied with the normalized applied stress. The entropies of link length and link directionality were also discussed. The results show that the distribution of accumulative link length and directionality obeys Weibull distribution. Spatial correlation length shows an upward trend preceding rock failure, while there are no remarkable upward or downward trends in spatial correlation directionality. There are obvious downward trends in entropies of link length and directionality. This research could enrich mathematical methods for processing AE data and facilitate the early-warning of rock failure-related geological disasters. | ||
| Key Words | ||
| cluster method; information entropy; acoustic emission (AE); rock; failure | ||
| Address | ||
| Zhenghu Zhang, Lihua Hu nd Chun'an Tang: State Key Laboratory of the Coastal and Offshore Engineering, School of Civil Engineering, Dalian University of Technology, No.2 Linggong Road, Ganjingzi District, Dalian City, Liaoning Province 116024, China Lihua Hu: Department of Civil Engineering, Dalian Maritime University, 1 Linghai Road, Dalian City, Liaoning Province 116026, China Tiexin Liu: Department of Civil Engineering, Dalian Maritime University, 1 Linghai Road, Dalian City, Liaoning Province 116026, China Hongchun Zheng: China Three Gorges Corporation, 1 Yuyuantan South Road, Haidian District, Beijing 100038, China | ||