Feasibility of indirect determination of blast induced ground vibration based on support vector machine
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- 作者：Mahdi Hasanipanah<sup>asup><sup> ; sup><sup>hasanipanah.m@grad.kashanu.ac.ir" class="auth_mail" title="E-mail the corresponding authorsup> ; Masoud Monjezi<sup>bsup><sup> ; sup><sup>monjezi@modares.ac.ir" class="auth_mail" title="E-mail the corresponding authorsup> ; Azam Shahnazar<sup>csup><sup> ; sup><sup>a_shahnazar211@yahoo.com" class="auth_mail" title="E-mail the corresponding authorsup> ; Danial Jahed Armaghani<sup>dsup><sup> ; sup><sup>danialarmaghani@gmail.com" class="auth_mail" title="E-mail the corresponding authorsup> ; Alireza Farazmand<sup>esup><sup> ; sup><sup>afarazmand@yahoo.com" class="auth_mail" title="E-mail the corresponding authorsup>
- 关键词：Blasting ; Peak particle velocity ; Empirical equation ; Support vector machine
- 刊名：Measurement
- 出版年：2015
- 出版时间：November 2015
- 年：2015
- 卷：75
- 期：Complete
- 页码：289-297
- 全文大小：1813 K
文摘
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We measured data of 80 blasting operations in Bakhtiari Dam, Iran.
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We proposed a SVM model for predicting PPV resulting from blasting.
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Empirical equations were also employed to predict PPV.
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A comparison was made to demonstrate capability of the proposed models.