Digital Transformation in the Construction Industry: Sustainability, Resilience, and Data-Centric Engineering delivers timely and much sought-after guidance related to novel, digital-first practices and the latest technological tools, the gradual adoption of which is being embraced to significantly reshape the way buildings and other infrastructure assets are designed, constructed, operated, and maintained. Methodological and practice-informed investigations by scholars and researchers from across the globe, providing a wealth of knowledge relevant for, and applicable to, different…mehr
Digital Transformation in the Construction Industry: Sustainability, Resilience, and Data-Centric Engineering delivers timely and much sought-after guidance related to novel, digital-first practices and the latest technological tools, the gradual adoption of which is being embraced to significantly reshape the way buildings and other infrastructure assets are designed, constructed, operated, and maintained. Methodological and practice-informed investigations by scholars and researchers from across the globe, providing a wealth of knowledge relevant for, and applicable to, different geographical and economic contexts, are coherently collated in this edited volume. This systematic analysis of cutting-edge developments (such as Building Information Modeling, Internet of Things, Artificial Intelligence, Machine Learning, Big Data, Augmented Reality, Virtual Reality, 3D Printing, and Structural Health Monitoring) is accompanied by discussions on challenges and opportunities that digitalization engenders. Additionally, real-word case studies enrich the coverage, highlighting how these innovative solutions can contribute to establishing working efficiencies that can at the same time aid the impactful realization of globally recognized sustainability goals. Readers in both academic and professional settings are, therefore, not only equipped with a comprehensive overview of the state of the art but also offered an insightful reference resource for future works in the area.
Section I Digital transformation foundations 1. Introduction to digital transformation in the construction industry 2. Revolutionizing construction small and medium-sized enterprises: leveraging platform and data cooperatives for digital empowerment 3. Navigating the path to construction’s digital renaissance 4. Energy efficiency strategies, sustainable technologies, and building performance simulation tools adopted in the construction industry 5. Sustainability in construction: challenges and opportunities 6. The green construction framework: a strategic pathway to emission reduction through technological innovations in the built environment 7. Digital innovation in Green Rating Systems: driving the green and energy transition in the construction sector 8. Energy efficiency solutions in the digitalized construction sector 9. Green building practices: integrating sustainability into construction projects 10. Sustainability practices in the design and construction of civil engineering projects 11. Standardization of reporting carbon in construction projects-an illustrated Example 12. Recent developments in construction and building materials: smart, sustainable, and environmentally friendly approaches Section III Resilience and adaptation in modern construction 13. Resilience strategies for the digitalized construction sector 14. A framework for resilience analysis of infrastructure systems 15. Resilience and sustainability toward asset management improvement 16. Resilience assessment of a long-span suspension bridge under heavy dynamic traffic load via first-passage reliability Section IV Data-centric engineering and technological innovations 17. Integration of building information modeling and machine learning for predictive maintenance 18. Virtual reality for immersive design and visualization in construction 19. Smart cities: digital transformation for sustainable urban development 20. Digital twins and smart sensors for building performance and maintenance Optimization 21. Data-centric engineering approaches in construction projects 22. Artificial intelligence for enhanced decision-making in construction 23. Demystifying machine learning for predictive analytics in construction 24. Unmanned aerial vehicle application in civil structures monitoring via deep Learning 25. Fundamentals of 3D printing of cementitious composites: fresh property, machine design, and modeling perspectives 26. 3D printing technologies in construction: innovations and applications 27. Robotic construction and inspection: automation and efficiency in the building process 28. Structural damage detection using a computer vision-based measurement and finite element modeling updating method 29. AIDaBIM: artificial intelligence to assess structural/seismic damage to historic heritage in a building information modeling environment 30. The future of structural health monitoring with extended reality 31. A two-stage novel approach for structural health monitoring 32. Fiber reinforcement strategies in 3D concrete printing: addressing challenges and identifying research gaps 33. Analytical design models in construction engineering: artificial neural network and gene expression programming practices 34. Advanced artificial intelligence network to forecast the fire characteristics of concrete-filled steel columns Index
Section I Digital transformation foundations 1. Introduction to digital transformation in the construction industry 2. Revolutionizing construction small and medium-sized enterprises: leveraging platform and data cooperatives for digital empowerment 3. Navigating the path to construction’s digital renaissance 4. Energy efficiency strategies, sustainable technologies, and building performance simulation tools adopted in the construction industry 5. Sustainability in construction: challenges and opportunities 6. The green construction framework: a strategic pathway to emission reduction through technological innovations in the built environment 7. Digital innovation in Green Rating Systems: driving the green and energy transition in the construction sector 8. Energy efficiency solutions in the digitalized construction sector 9. Green building practices: integrating sustainability into construction projects 10. Sustainability practices in the design and construction of civil engineering projects 11. Standardization of reporting carbon in construction projects-an illustrated Example 12. Recent developments in construction and building materials: smart, sustainable, and environmentally friendly approaches Section III Resilience and adaptation in modern construction 13. Resilience strategies for the digitalized construction sector 14. A framework for resilience analysis of infrastructure systems 15. Resilience and sustainability toward asset management improvement 16. Resilience assessment of a long-span suspension bridge under heavy dynamic traffic load via first-passage reliability Section IV Data-centric engineering and technological innovations 17. Integration of building information modeling and machine learning for predictive maintenance 18. Virtual reality for immersive design and visualization in construction 19. Smart cities: digital transformation for sustainable urban development 20. Digital twins and smart sensors for building performance and maintenance Optimization 21. Data-centric engineering approaches in construction projects 22. Artificial intelligence for enhanced decision-making in construction 23. Demystifying machine learning for predictive analytics in construction 24. Unmanned aerial vehicle application in civil structures monitoring via deep Learning 25. Fundamentals of 3D printing of cementitious composites: fresh property, machine design, and modeling perspectives 26. 3D printing technologies in construction: innovations and applications 27. Robotic construction and inspection: automation and efficiency in the building process 28. Structural damage detection using a computer vision-based measurement and finite element modeling updating method 29. AIDaBIM: artificial intelligence to assess structural/seismic damage to historic heritage in a building information modeling environment 30. The future of structural health monitoring with extended reality 31. A two-stage novel approach for structural health monitoring 32. Fiber reinforcement strategies in 3D concrete printing: addressing challenges and identifying research gaps 33. Analytical design models in construction engineering: artificial neural network and gene expression programming practices 34. Advanced artificial intelligence network to forecast the fire characteristics of concrete-filled steel columns Index
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