Leveraging Artificial Intelligence In Engineering Management And Safety Of Infrastructure
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Leveraging Artificial Intelligence In Engineering Management And Safety Of Infrastructure
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Author : M.Z. Naser
language : en
Publisher: CRC Press
Release Date : 2022-11-17
Leveraging Artificial Intelligence In Engineering Management And Safety Of Infrastructure written by M.Z. Naser and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-17 with Computers categories.
The design, construction, and upkeep of infrastructure is comprised of a multitude of dimensions spanning a highly complex paradigm of interconnected opportunities and challenges. While traditional methods fall short of adequately accounting for such complexity, artificial intelligence (AI) presents novel and out-of-the-box solutions that effectively tackle the growing demands of our infrastructure. The convergence between AI and civil engineering is an emerging frontier with tremendous potential. The book is likely to provide a boost to the state of infrastructure engineering by fostering a new look at civil engineering that capitalizes on AI as its main driver. It highlights the ongoing push to adopt and leverage AI to realize contemporary, intelligent, safe, and resilient infrastructure. The book comprises interdisciplinary and novel works from across the globe. It presents findings from innovative efforts supplemented with physical tests, numerical simulations, and case studies – all of which can be used as benchmarks to carry out future experiments and/or facilitate the development of future AI models in structural engineering, traffic engineering, construction engineering, and construction materials. The book will serve as a guide for a wide range of audiences, including senior undergraduate and graduate students, professionals, and government officials of civil, traffic, and computer engineering backgrounds, as well as for those engaged in urban planning and human sciences.
Smart Infrastructure Management
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Author : Shi Qiu
language : en
Publisher: Elsevier
Release Date : 2025-06-20
Smart Infrastructure Management written by Shi Qiu and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-20 with Business & Economics categories.
People and businesses rely on transportation networks every day, but what happens when critical assets fail unexpectedly or pollute our environment? Smart Infrastructure Management provides an interdisciplinary exploration of this intricate and dynamic landscape, enriching the theoretical and practical understanding of state-of-the-art technologies that can productively support various stakeholders in the decision-making process throughout the entire lifecycle of infrastructure projects.The volume examines the evolutionary trajectory, inherent challenges, and pivotal methodologies of modern infrastructure management, with a narrative that spans several domains to coordinate a fully integrated approach. Key topics include data collection and sensors, spatial modeling and simulation tools, asset management, preventative or predictive maintenance measures, computational techniques, cybersecurity, and decision support systems. The transformative impact of smart cities is also explored, emphasizing their role in enhancing infrastructure capabilities.With real-world case studies systematically featured to illustrate successful implementations and valuable lessons learned, this investigation appeals not only to researchers and students but also to professionals across diverse fields, ensuring that effective strategies are integrated into industry practices, which are essential for improving infrastructure capabilities in line with society's ever-changing needs. - Connects a robust theoretical foundation with real-world application efforts spanning various critical assets, including tracks, bridges, and roads. - Leverages the latest developments in technology and infrastructure management best practices to address current challenges. - Offers valuable insights into future trends, fostering further research endeavors. - Acknowledges the pressing need to correlate economics, resilience, and sustainability facets into project decision-making
Smart Sustainable Infrastructure Building A Greener Tomorrow
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Author : Nemkumar Banthia
language : en
Publisher: Springer Nature
Release Date : 2024-02-19
Smart Sustainable Infrastructure Building A Greener Tomorrow written by Nemkumar Banthia and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-19 with Technology & Engineering categories.
This book gathers peer-reviewed contributions presented at the 1st Interdisciplinary Symposium on Smart & Sustainable Infrastructure (ISSSI), held in Vancouver, BC, Canada, on September 4–8, 2023, and affiliated with the 77th RILEM Annual Week 2023. Aiming at creating an environment of mutual cooperation between experts in materials and structures, it covers topics such as sensors, IoT, and structural health monitoring, AI and machine learning, data analytics for infrastructure management, nanotechnology, additive manufacturing, smart and bioinspired materials, durability of materials and structures, resilience to earthquakes, floods, fire and blast, carbon reduction in construction and operations, and sustainable ultra-high performance materials. The contributions, which were selected through a rigorous international peer-review process, share exciting ideas that will spur novel research directions and foster new multidisciplinary collaborations.
Interpretable Machine Learning For The Analysis Design Assessment And Informed Decision Making For Civil Infrastructure
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Author : M. Z. Naser
language : en
Publisher: Elsevier
Release Date : 2023-10-18
Interpretable Machine Learning For The Analysis Design Assessment And Informed Decision Making For Civil Infrastructure written by M. Z. Naser and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-18 with Technology & Engineering categories.
The past few years have demonstrated how civil infrastructure continues to experience an unprecedented scale of extreme loading conditions (i.e. hurricanes, wildfires and earthquakes). Despite recent advancements in various civil engineering disciplines, specific to the analysis, design and assessment of structures, it is unfortunate that it is common nowadays to witness large scale damage in buildings, bridges and other infrastructure. The analysis, design and assessment of infrastructure comprises of a multitude of dimensions spanning a highly complex paradigm across material sciences, structural engineering, construction and planning among others. While traditional methods fall short of adequately accounting for such complexity, fortunately, computational intelligence presents novel solutions that can effectively tackle growing demands of intense extreme events and modern designs of infrastructure – especially in this era where infrastructure is reaching new heights and serving larger populations with high social awareness and expectations. Computational Intelligence for Analysis, Design and Assessment of Civil Infrastructure highlights the growing trend of fostering the use of CI to realize contemporary, smart and safe infrastructure. This is an emerging area that has not fully matured yet and hence the book will draw considerable interest and attention. In a sense, the book presents results of innovative efforts supplemented with case studies from leading researchers that can be used as benchmarks to carryout future experiments and/or facilitate development of future experiments and advanced numerical models. The book is written with the intention to serve as a guide for a wide audience including senior postgraduate students, academic and industrial researchers, materials scientists and practicing engineers working in civil, structural and mechanical engineering. - Presents the fundamentals of AI/ML and how they can be applied in civil and environmental engineering - Shares the latest advances in explainable and interpretable methods for AI/ML in the context of civil and environmental engineering - Focuses on civil and environmental engineering applications (day-to-day and extreme events) and features case studies and examples covering various aspects of applications
Artificial Intelligence In Construction Engineering And Management
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Author : Limao Zhang
language : en
Publisher: Springer Nature
Release Date : 2021-06-18
Artificial Intelligence In Construction Engineering And Management written by Limao Zhang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-18 with Technology & Engineering categories.
This book highlights the latest technologies and applications of Artificial Intelligence (AI) in the domain of construction engineering and management. The construction industry worldwide has been a late bloomer to adopting digital technology, where construction projects are predominantly managed with a heavy reliance on the knowledge and experience of construction professionals. AI works by combining large amounts of data with fast, iterative processing, and intelligent algorithms (e.g., neural networks, process mining, and deep learning), allowing the computer to learn automatically from patterns or features in the data. It provides a wide range of solutions to address many challenging construction problems, such as knowledge discovery, risk estimates, root cause analysis, damage assessment and prediction, and defect detection. A tremendous transformation has taken place in the past years with the emerging applications of AI. This enables industrial participants to operate projects more efficiently and safely, not only increasing the automation and productivity in construction but also enhancing the competitiveness globally.
Urban Management Managing Cities In Uncertain Times
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Author : Willie Tan
language : en
Publisher: World Scientific
Release Date : 2022-12-27
Urban Management Managing Cities In Uncertain Times written by Willie Tan and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-27 with Architecture categories.
This book is about the management of cities amid the major challenges to fast growing cities as well as the struggling ones. It discusses trends in urbanization, urban challenges, the urban management approach, theories of the state and urban management, building capacity, urban planning, local economic development, housing, urban service delivery, public utilities, social services, general urban services, and transport. The book emphasizes general principles rather than specific case studies on managing cities.The book is of interest to practitioners and students in the built environment, including mayors, urban managers, urban planners, developers, lenders, insurers, architects, engineers, project managers, and other consultants, contractors, and suppliers.
Artificial Intelligence Applications For Sustainable Construction
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Author : Moncef L. Nehdi
language : en
Publisher: Elsevier
Release Date : 2024-02-13
Artificial Intelligence Applications For Sustainable Construction written by Moncef L. Nehdi and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-13 with Technology & Engineering categories.
Artificial Intelligence Applications for Sustainable Construction presents the latest developments in AI and ML technologies applied to real-world civil engineering concerns. With an increasing amount of attention on the environmental impact of every industry, more construction projects are going to require sustainable construction practices. This volume offers research evidence, simulation results, and case studies to support this change. Sustainable construction, in fact, not only uses renewable and recyclable materials when building new structures or repairing deteriorating ones, but also adopts all possible methods to reduce energy consumption and waste.The concisely written but comprehensive, practical knowledge put forward by this international group of highly specialized editors and contributors will prove to be beneficial to engineering students and professionals alike. - Presents convincing "success stories that encourage application of AI-powered tools to civil engineering - Provides a wealth of valuable technical information to address and resolve many challenging construction problems - Illustrates the most recent shifts in thinking and practice for sustainable construction
Data Science In Engineering Vol 10
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Author : Thomas Matarazzo
language : en
Publisher: Springer Nature
Release Date : 2024-10-16
Data Science In Engineering Vol 10 written by Thomas Matarazzo and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-16 with Computers categories.
Data Science in Engineering, Volume 10: Proceedings of the 42nd IMAC, A Conference and Exposition on Structural Dynamics, 2024, the tenth volume of ten from the Conference brings together contributions to this important area of research and engineering. The collection presents early findings and case studies on fundamental and applied aspects of Data Science in Engineering, including papers on: Novel Data-driven Analysis Methods Deep Learning Gaussian Process Analysis Real-time Video-based Analysis Applications to Nonlinear Dynamics and Damage Detection Data-driven System Prognostics
Proceedings Of The International Conference On Smart And Sustainable Built Environment Sasbe 2024
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Author : Ali GhaffarianHoseini
language : en
Publisher: Springer Nature
Release Date : 2025-04-19
Proceedings Of The International Conference On Smart And Sustainable Built Environment Sasbe 2024 written by Ali GhaffarianHoseini and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-19 with Technology & Engineering categories.
This book presents peer reviewed articles from the International Conference of Sustainable Development and Smart Built Environments: SDSBE2024; held from 6-8Nov at Auckland, New Zealand. It encapsulates cutting-edge research in Sustainable Development and Smart Built Environments, featuring global scholars. Encompassing diverse themes, the book explores sustainable urban development, governance, and policy, emphasizing urban greening and climate resilience. It delves into innovative approaches for sustainable transport, intelligent infrastructure, and community well-being. The integration of Data Science, AI, and IoT for optimizing built environments is a focal point, alongside advancements in digital twins and OpenBIM. Social aspects, including equity and indigenous perspectives, are explored, along with health considerations in urban settings. The proceedings serve as a comprehensive resource, reflecting the multifaceted advancements driving sustainable and smart urban futures.
Urban Regional Transportation Engineering The Conceptual Approach Of Engineering Management
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Author : Dr. Agustan, ST., M.Si
language : en
Publisher: Uwais Inspirasi Indonesia
Release Date : 2025-03-26
Urban Regional Transportation Engineering The Conceptual Approach Of Engineering Management written by Dr. Agustan, ST., M.Si and has been published by Uwais Inspirasi Indonesia this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-26 with Antiques & Collectibles categories.
Urban and regional transportation engineering is a dynamic field that shapes the way people and goods move within cities and across regions. This book provides a comprehensive exploration of the key principles and advancements in transportation engineering, from its historical evolution to cutting-edge technologies. Beginning with an introduction to the foundations of urban and regional transportation, the book delves into the history of transportation systems, traffic flow theory, and the intricacies of transportation planning and policy. It examines the critical role of public transportation and non-motorized travel in promoting sustainable mobility solutions, highlighting the importance of infrastructure development in both urban and regional contexts. A crucial aspect of modern transportation engineering is the integration of intelligent transportation systems (ITS) and the mitigation of environmental impacts. This book addresses how digital innovations, data analytics, and automation are revolutionizing mobility while also tackling challenges such as congestion and pollution. The interplay between transportation and land use is explored in depth, emphasizing how well-planned transportation networks can enhance urban growth and sustainability. Additionally, economic and financial aspects are covered, providing insight into the funding and investment strategies that drive transportation projects forward. Safety, security, and emerging technologies form the final pillars of this discussion, ensuring that transportation systems are not only efficient but also resilient to modern-day challenges. From traffic safety measures to cybersecurity threats in connected transportation, this book presents a holistic perspective on the future of mobility. With an emphasis on innovation and sustainability, Urban & Regional Transportation Engineering is an essential resource for students, professionals, and policymakers striving to build smarter, safer, and more efficient transportation systems for the future.