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Leveraging Artificial Intelligence in Engineering, Management, and Safety of Infrastructure

Leveraging Artificial Intelligence in Engineering, Management, and Safety of Infrastructure PDF Author: M.Z. Naser
Publisher: CRC Press
ISBN: 1000788997
Category : Computers
Languages : en
Pages : 459

Book Description
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.

Leveraging Artificial Intelligence in Engineering, Management, and Safety of Infrastructure

Leveraging Artificial Intelligence in Engineering, Management, and Safety of Infrastructure PDF Author: M.Z. Naser
Publisher: CRC Press
ISBN: 1000788997
Category : Computers
Languages : en
Pages : 459

Book Description
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.

Interpretable Machine Learning for the Analysis, Design, Assessment, and Informed Decision Making for Civil Infrastructure

Interpretable Machine Learning for the Analysis, Design, Assessment, and Informed Decision Making for Civil Infrastructure PDF Author: M. Z. Naser
Publisher: Elsevier
ISBN: 0128240741
Category : Technology & Engineering
Languages : en
Pages : 300

Book Description
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. Focuses on civil engineering applications for extreme events Explains the fundamentals of AI/ML and how they can be applied in civil engineering Features case study examples, design codes, and problems and solutions that would work for extreme events

Smart & Sustainable Infrastructure: Building a Greener Tomorrow

Smart & Sustainable Infrastructure: Building a Greener Tomorrow PDF Author: Nemkumar Banthia
Publisher: Springer Nature
ISBN: 3031533895
Category :
Languages : en
Pages : 1210

Book Description


Urban Management: Managing Cities In Uncertain Times

Urban Management: Managing Cities In Uncertain Times PDF Author: Willie Chee Keong Tan
Publisher: World Scientific
ISBN: 9811266964
Category : Architecture
Languages : en
Pages : 292

Book Description
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

Artificial Intelligence Applications for Sustainable Construction PDF Author: Moncef L. Nehdi
Publisher: Elsevier
ISBN: 0443131929
Category : Technology & Engineering
Languages : en
Pages : 440

Book Description
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

Digital Twin Technologies in Transportation Infrastructure Management

Digital Twin Technologies in Transportation Infrastructure Management PDF Author: Wenjuan Wang
Publisher: Springer Nature
ISBN: 9819958040
Category : Computers
Languages : en
Pages : 232

Book Description
This book reveals the power of digital twin technologies in terms of optimizing the performance and maintenance of infrastructure assets. From roads, bridges, and tunnels to airports and smart cities, it will guide you through the latest advances in and use cases on this cutting-edge technology. You will come to understand the challenges involved in the development of digital twins and learn about the initiatives and projects underway to overcome them. Explore the potential of this technology in terms of reducing costs, improving system performance, and enhancing the overall infrastructure experience for users. Get ready to embark on a journey of understanding the future of transportation infrastructure management with digital twin technologies.

AI for Bridge

AI for Bridge PDF Author: Rakesh Kumar
Publisher: Independently Published
ISBN:
Category : Technology & Engineering
Languages : en
Pages : 0

Book Description
Bridges stand as iconic symbols of human ingenuity, connecting communities, facilitating commerce, and enabling travel over challenging terrains. As vital components of transportation infrastructure, bridges play a crucial role in modern society's mobility and economic development. However, the design, construction, and maintenance of bridges pose significant engineering challenges, demanding innovative solutions to ensure their safety, durability, and sustainability. In recent years, the integration of artificial intelligence (AI) technologies into bridge construction and management has revolutionized traditional practices, offering new avenues for enhancing efficiency, safety, and sustainability. By harnessing the power of AI, engineers and researchers can leverage advanced algorithms, data analytics, and automation techniques to address complex bridge-related tasks with unprecedented precision and effectiveness. The book "AI for Bridge" delves into the intersection of artificial intelligence and bridge engineering, offering insights into how AI-driven approaches are reshaping the landscape of bridge design, construction, inspection, and maintenance. Through a comprehensive exploration of AI applications in bridge engineering, this book aims to provide a holistic understanding of the potential benefits, challenges, and future directions of integrating AI technologies into bridge-related processes. From leveraging AI for optimizing bridge design and construction planning to employing drones and IoT sensors for real-time structural health monitoring, each chapter of this book delves into a specific aspect of AI's role in bridge engineering. Through case studies, practical examples, and Python code demonstrations, readers will gain hands-on experience in applying AI techniques to address real-world challenges in bridge construction and management. As we embark on this journey through the realms of AI and bridge engineering, we invite readers to explore the innovative possibilities, transformative impacts, and ethical considerations that accompany the integration of AI technologies into the realm of bridge infrastructure. Whether you're a seasoned bridge engineer, a researcher, a student, or an AI enthusiast, "AI for Bridge" offers a comprehensive guide to navigating the intersection of artificial intelligence and one of humanity's most enduring engineering marvels.

Exploring Ethical Dimensions of Environmental Sustainability and Use of AI

Exploring Ethical Dimensions of Environmental Sustainability and Use of AI PDF Author: Kannan, Hemachandran
Publisher: IGI Global
ISBN:
Category : Technology & Engineering
Languages : en
Pages : 447

Book Description
Exploring Ethical Dimensions of Environmental Sustainability and Use of AI is a comprehensive and insightful book that delves into the ethical implications and challenges that emerge at the intersection of environmental sustainability and the utilization of artificial intelligence (AI). With a focus on key ethical dimensions such as transparency, equity, privacy, autonomy, unintended consequences, and trade-offs, this book aims to provide a thorough understanding of the responsible deployment and development of AI in the realm of environmental sustainability. By addressing the ethical aspects and challenges involved, this book contributes to the development of ethical guidelines and frameworks that align AI technologies with the vision of a sustainable and equitable future. Researchers will find immense value in this book as it offers a holistic exploration of the ethical implications, filling a critical gap in the existing literature. Policymakers can gain valuable insights to inform the creation of ethical guidelines and regulations governing AI use in sustainable initiatives. Practitioners, including professionals working in environmental organizations or technology companies, will acquire practical knowledge to guide their decision-making and implementation of AI-driven solutions.

Intelligent Engineering Applications and Applied Sciences for Sustainability

Intelligent Engineering Applications and Applied Sciences for Sustainability PDF Author: Mishra, Brojo Kishore
Publisher: IGI Global
ISBN:
Category : Business & Economics
Languages : en
Pages : 568

Book Description
Engineering plays a major role in solving real-world problems, from small inconveniences to societal or global concerns around food scarcity, water shortages, environmental damage, problems in housing or infrastructure and more. In today's rapidly evolving world, the development of the latest generation of engineering and technology is crucial for maintaining productivity, innovation, and improving our overall quality of life. Intelligent Engineering Applications and Applied Sciences for Sustainability is an essential research book that serves as a compilation of cutting-edge research and advancements in engineering, science, and technology, and more importantly, how the application of these advancements will guide the path to a more sustainable future. This book focuses on intelligent engineering applications, which encompass the design and implementation of embedded technologies in various domains. It covers a wide range of fields and their influence on the Sustainable Development Goals (SDGs), fostering interdisciplinary approaches and innovative solutions, including additive manufacturing technologies, aerospace science and engineering, agricultural advancements, computer science for sustainable development, applied biosciences, applied mathematics, industrial engineering, robotics and automation, transportation, future mobility, and much more. As an academic, rigorous exploration of various disciplines, this book serves as an invaluable resource for researchers, scholars, and professionals seeking to advance the frontiers of intelligent engineering applications and applied sciences for a sustainable future.

AI Tools and Applications for Women’s Safety

AI Tools and Applications for Women’s Safety PDF Author: Ponnusamy, Sivaram
Publisher: IGI Global
ISBN:
Category : Computers
Languages : en
Pages : 386

Book Description
In an era marked by rapid technological progress, women's safety remains a pressing concern despite strides toward gender equality. Women continue to grapple with safety challenges in both public and private spaces, enduring harassment, violence, and discrimination driven by entrenched societal norms and modern complexities. Amidst these challenges, harnessing the potential of artificial intelligence (AI) emerges as a promising avenue to reshape the landscape of women's safety. The groundbreaking book, AI Tools and Applications for Women’s Safety, curated by experts Sivaram Ponnusamy, Vibha Bora, Prema Daigavane, and Sampada Wazalwar, delves into the transformative power of AI to address the daily safety concerns women face. This timely volume explores innovative AI-driven resources and applications that redefine personal security, offering tailored protection through real-time threat assessment and emergency response coordination. With comprehensive insights spanning academia, law enforcement, policymaking, and advocacy, this book covers predictive safety analytics, smart surveillance, ethical considerations, and more. AI Tools and Applications for Women’s Safety not only sheds light on the promise of AI but also paves the way for informed discourse and meaningful action, ushering in a future defined by women's empowerment and security.