03561nam 22007455 450 991048342330332120251113200927.0981-16-1034-710.1007/978-981-16-1034-9(CKB)4100000011797543(DE-He213)978-981-16-1034-9(MiAaPQ)EBC6518438(Au-PeEL)EBL6518438(OCoLC)1245673996(PPN)254721303(EXLCZ)99410000001179754320210313d2021 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierApplications of Artificial Intelligence in Tunnelling and Underground Space Technology /by Danial Jahed Armaghani, Aydin Azizi1st ed. 2021.Singapore :Springer Nature Singapore :Imprint: Springer,2021.1 online resource (IX, 70 p. 16 illus., 15 illus. in color.) SpringerBriefs in Applied Sciences and Technology,2191-5318981-16-1033-9 Chapter 1. An Overview of Field Classifications to Evaluate Tunnel Boring Machine Performance -- Chapter 2. Empirical, Statistical and Intelligent Techniques for TBM Performance Prediction. Chapter 3. Developing Statistical Models for Solving Tunnel Boring Machine Performance Problem -- Chapter 4. A Comparative Study of Artificial Intelligence Techniques to Estimate TBM Performance in Various Weathering Zones.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. .SpringerBriefs in Applied Sciences and Technology,2191-5318Engineering geologyStatistical physicsGeotechnical engineeringMathematical statisticsManufacturesEngineering mathematicsGeoengineeringStatistical PhysicsGeotechnical Engineering and Applied Earth SciencesMathematical StatisticsMachines, Tools, ProcessesEngineering MathematicsEngineering geology.Statistical physics.Geotechnical engineering.Mathematical statistics.Manufactures.Engineering mathematics.Geoengineering.Statistical Physics.Geotechnical Engineering and Applied Earth Sciences.Mathematical Statistics.Machines, Tools, Processes.Engineering Mathematics.622.028Armaghani Danial Jahed851320Azizi AydinMiAaPQMiAaPQMiAaPQBOOK9910483423303321Applications of artificial intelligence in tunnelling and underground space technology1900711UNINA