Danial Jahed Armaghani Aydin Azizi Jahed Armaghani Applications of Artificial Intelligence in Tunnelling and Underground Space Technology

Applications of Artificial Intelligence in Tunnelling and Underground Space Technology

von Danial Jahed Armaghani Aydin Azizi

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Beschreibung

This book covers the tunnel boring machine (TBM) performance classifications, empirical models, statistical and intelligent-based techniques which have been applied and introduced by the researchers in this field. In addition, a critical review of the available TBM performance predictive models will be discussed in details. Then, this book introduces several predictive models i.e., statistical and intelligent techniques which are applicable, powerful and easy to implement, in estimating TBM performance parameters. The introduced models are accurate enough and they can be used for prediction of TBM performance in practice before designing TBMs.   


Presents statistical and intelligent computational techniques to calculate the performance of tunnel boring machine (TBM) Includes a review of available TBM performance predictive models in detail Introduces predictive models that are powerful and easy to implement, in estimating TBM performance parameters

Autor*in

Danial Jahed Armaghani

Themen in »Applications of Artificial Intelligence in Tunnelling and Underground Space Technology«

Predictive models Intelligent computational techniques Empirical models Statistical techniques Boring machines Tunneling Optimization algorithms

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Details

ISBN: 9789811610332
Verlag: Springer Singapore
Erscheinung: 14.03.2021

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