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Autor(en): 
  • Farzad Pour Rahimian
  • Sepehr Abrishami
  • Faris Elghaish
  • Nashwan Dawood
  • Tara Brooks
  • Blockchain of Things and Deep Learning Applications in Construction: Digital Construction Transformation 
     

    (Buch)
    Dieser Artikel gilt, aufgrund seiner Grösse, beim Versand als 2 Artikel!


    Übersicht

    Auf mobile öffnen
     
    Lieferstatus:   i.d.R. innert 5-10 Tagen versandfertig
    Veröffentlichung:  Juli 2023  
    Genre:  Naturwissensch., Medizin, Technik 
     
    ArtificialIntelligence / Bauhandwerk / Blockchain / BlockchainofThings / BuildingInformationModelling(BIM) / Computernetzwerke und maschinelle Kommunikation / Datenbanken / Datenmanagement / DeepLearning
    ISBN:  9783031068317 
    EAN-Code: 
    9783031068317 
    Verlag:  Palgrave Macmillan 
    Einband:  Kartoniert  
    Sprache:  English  
    Dimensionen:  H 235 mm / B 155 mm / D 12 mm 
    Gewicht:  324 gr 
    Seiten:  208 
    Bewertung: Titel bewerten / Meinung schreiben
    Inhalt:
    This book significantly contributes the digital transformation of construction. The book explores the capabilities of deep learning to provide smart solutions for the construction industry, particularly in areas of managing equipment, design optimization, energy optimization and detect cracks for buildings and highways. It provides conceptual solutions but also practical techniques. A new deep learning CNN-based highway cracks detection is demonstrated, and its usefulness is tested. The resulting deep learning CNN model will enable users to scan long distance of highway and detect types of cracks accurately in a very short time compared to traditional approaches. The book explores the integration of IoT and blockchain to provide practical solutions to tackle existing challenges like the endemic fragmentation in supply chain, the need for monitoring construction projects remotely and tracking equipment on the site. The Blockchain of Things (BCoT) concept has been introduced toexploit the advantages of IoT and blockchain, and different applications were developed based on this integration in leading industries such as shared economy and health care. Workable potential use cases to exploit successful utilization of BCoT for the construction industry are explored in the book¿s chapters. This book will appeal to researchers in providing a comprehensive review of related literature on blockchain, the IoT and construction identify gaps and offer a springboard for future research. Construction practitioners, research and development institutes and policy makers will also benefit from its usefulness as a reference book and collection of case studies on the application of these new approaches in construction.

      



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