Artificial Intelligence and Machine Learning Techniques for Civil Engineering
Title | Artificial Intelligence and Machine Learning Techniques for Civil Engineering PDF eBook |
Author | Plevris, Vagelis |
Publisher | IGI Global |
Pages | 404 |
Release | 2023-06-05 |
Genre | Technology & Engineering |
ISBN | 1668456443 |
In recent years, artificial intelligence (AI) has drawn significant attention with respect to its applications in several scientific fields, varying from big data handling to medical diagnosis. A tremendous transformation has taken place with the emerging application of AI. AI can provide a wide range of solutions to address many challenges in civil engineering. Artificial Intelligence and Machine Learning Techniques for Civil Engineering highlights the latest technologies and applications of AI in structural engineering, transportation engineering, geotechnical engineering, and more. It features a collection of innovative research on the methods and implementation of AI and machine learning in multiple facets of civil engineering. Covering topics such as damage inspection, safety risk management, and information modeling, this premier reference source is an essential resource for engineers, government officials, business leaders and executives, construction managers, students and faculty of higher education, librarians, researchers, and academicians.
Artificial Intelligence Applications for Sustainable Construction
Title | Artificial Intelligence Applications for Sustainable Construction PDF eBook |
Author | Moncef L. Nehdi |
Publisher | Elsevier |
Pages | 440 |
Release | 2024-02-13 |
Genre | Technology & Engineering |
ISBN | 0443131929 |
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
Artificial Intelligence and Machine Learning Applications in Civil, Mechanical, and Industrial Engineering
Title | Artificial Intelligence and Machine Learning Applications in Civil, Mechanical, and Industrial Engineering PDF eBook |
Author | Gebrail Bekdas |
Publisher | Engineering Science Reference |
Pages | 312 |
Release | 2019 |
Genre | Artificial intelligence |
ISBN | 9781799803027 |
"This book examines the application of artificial intelligence and machine learning civil, mechanical, and industrial engineering"--
Artificial Intelligence and Civil Engineering
Title | Artificial Intelligence and Civil Engineering PDF eBook |
Author | B. H. V. Topping |
Publisher | Civil Comp Press |
Pages | 356 |
Release | 1991 |
Genre | Computers |
ISBN |
Included in this volume are papers presented at the Second International Conference on the Application of Artificial Intelligence to Civil & Structural Engineering, 3-5 September, 1991, Oxford.
A Primer on Machine Learning Applications in Civil Engineering
Title | A Primer on Machine Learning Applications in Civil Engineering PDF eBook |
Author | Paresh Chandra Deka |
Publisher | CRC Press |
Pages | 201 |
Release | 2019-10-28 |
Genre | Computers |
ISBN | 0429836651 |
Machine learning has undergone rapid growth in diversification and practicality, and the repertoire of techniques has evolved and expanded. The aim of this book is to provide a broad overview of the available machine-learning techniques that can be utilized for solving civil engineering problems. The fundamentals of both theoretical and practical aspects are discussed in the domains of water resources/hydrological modeling, geotechnical engineering, construction engineering and management, and coastal/marine engineering. Complex civil engineering problems such as drought forecasting, river flow forecasting, modeling evaporation, estimation of dew point temperature, modeling compressive strength of concrete, ground water level forecasting, and significant wave height forecasting are also included. Features Exclusive information on machine learning and data analytics applications with respect to civil engineering Includes many machine learning techniques in numerous civil engineering disciplines Provides ideas on how and where to apply machine learning techniques for problem solving Covers water resources and hydrological modeling, geotechnical engineering, construction engineering and management, coastal and marine engineering, and geographical information systems Includes MATLAB® exercises
A Primer on Machine Learning Applications in Civil Engineering
Title | A Primer on Machine Learning Applications in Civil Engineering PDF eBook |
Author | Paresh Chandra Deka |
Publisher | CRC Press |
Pages | 201 |
Release | 2019-10-28 |
Genre | Computers |
ISBN | 0429836651 |
Machine learning has undergone rapid growth in diversification and practicality, and the repertoire of techniques has evolved and expanded. The aim of this book is to provide a broad overview of the available machine-learning techniques that can be utilized for solving civil engineering problems. The fundamentals of both theoretical and practical aspects are discussed in the domains of water resources/hydrological modeling, geotechnical engineering, construction engineering and management, and coastal/marine engineering. Complex civil engineering problems such as drought forecasting, river flow forecasting, modeling evaporation, estimation of dew point temperature, modeling compressive strength of concrete, ground water level forecasting, and significant wave height forecasting are also included. Features Exclusive information on machine learning and data analytics applications with respect to civil engineering Includes many machine learning techniques in numerous civil engineering disciplines Provides ideas on how and where to apply machine learning techniques for problem solving Covers water resources and hydrological modeling, geotechnical engineering, construction engineering and management, coastal and marine engineering, and geographical information systems Includes MATLAB® exercises
Artificial Intelligence in Mechatronics and Civil Engineering
Title | Artificial Intelligence in Mechatronics and Civil Engineering PDF eBook |
Author | Ehsan Momeni |
Publisher | Springer Nature |
Pages | 254 |
Release | 2023-02-15 |
Genre | Science |
ISBN | 9811987904 |
Recent studies highlight the application of artificial intelligence, machine learning, and simulation techniques in engineering. This book covers the successful implementation of different intelligent techniques in various areas of engineering focusing on common areas between mechatronics and civil engineering. The power of artificial intelligence and machine learning techniques in solving some examples of real-life problems in engineering is highlighted in this book. The implementation process to design the optimum intelligent models is discussed in this book.