Enhancing Interoperability And Automation Of Construction And Demolition Waste Quantification

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Enhancing Interoperability And Automation Of Construction Waste Quantification

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Author : Subarna Sivashanmugam
language : en
Publisher: Taylor & Francis
Release Date : 2025-07-28

Enhancing Interoperability And Automation Of Construction Waste Quantification written by Subarna Sivashanmugam and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-28 with Technology & Engineering categories.

Enhancing Interoperability and Automation of Construction Waste Quantification outlines the construction waste quantification (CWQ) modelling that supports data-driven decision-making in the built environment. It presents how the functionalities of Building Information Modelling (BIM) and Semantic Web Technology are integrated to enhance the interoperability and automation of the CWQ process. The research in this book shapes the development of a semantic framework that supports the built environment in quantifying construction waste (CW) and informing optimal material choices from early design stages to minimise the quantity and diversity of waste generation. The book also demonstrates the application of the proposed framework using an ontology (PROduct CIRcularity Ontology) and a BIM-integrated digital tool (Building Waste Tool [BWT]). The PRODCIRO and BWT inform how data, standardisation, consistency, and granularity could streamline and automate the CWQ process. The book also presents the outputs of a test-case building used to validate the adaptability and accuracy of the framework. This book is a valuable resource for BIM and sustainability practitioners. It provides a comprehensive discussion on the significance of CW, its impacts on sustainability, advancements in CWQ, and data and information gaps within the existing CWQ practices. The solution proposed in the book will help the built environment to shift from reactive to proactive and preventive waste management.

Enhancing Interoperability And Automation Of Construction And Demolition Waste Quantification

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Author : Subarna Sivashanmugam
language : en
Publisher: Routledge
Release Date : 2025-07-28

Enhancing Interoperability And Automation Of Construction And Demolition Waste Quantification written by Subarna Sivashanmugam and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-28 with Architecture categories.

Enhancing Interoperability and Automation of Construction Waste Quantification outlines the construction waste quantification (CWQ) modelling that supports data-driven decision-making in the built environment. It presents how the functionalities of Building Information Modelling (BIM) and Semantic Web Technology are integrated to enhance the interoperability and automation of the CWQ process. The research in this book shapes the development of a semantic framework that supports the built environment in quantifying construction waste (CW) and informing optimal material choices from early design stages to minimise the quantity and diversity of waste generation. The book also demonstrates the application of the proposed framework using an ontology (PROduct CIRcularity Ontology) and a BIM-integrated digital tool (Building Waste Tool [BWT]). The PRODCIRO and BWT inform how data, standardisation, consistency, and granularity could streamline and automate the CWQ process. The book also presents the outputs of a test-case building used to validate the adaptability and accuracy of the framework. This book is a valuable resource for BIM and sustainability practitioners. It provides a comprehensive discussion on the significance of CW, its impacts on sustainability, advancements in CWQ, and data and information gaps within the existing CWQ practices. The solution proposed in the book will help the built environment to shift from reactive to proactive and preventive waste management.

Structural Design And Optimization Of Lifting Self Forming Gfrp Elastic Gridshells Based On Machine Learning

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Author : Soheila Kookalani
language : en
Publisher: Taylor & Francis
Release Date : 2025-08-26

Structural Design And Optimization Of Lifting Self Forming Gfrp Elastic Gridshells Based On Machine Learning written by Soheila Kookalani and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-26 with Computers categories.

Structural Design and Optimization of Lifting Self-forming GFRP Elastic Gridshells Based on Machine Learning presents the algorithms of machine learning (ML) that can be used for the structural design and optimization of glass fiber reinforced polymer (GFRP) elastic gridshells, including linear regression, ridge regression, K-nearest neighbors, decision tree, random forest, AdaBoost, XGBoost, artificial neural network, support vector machine (SVM), and six enhanced forms of SVM. It also introduces interpretable ML approaches, including partial dependence plot, accumulated local effects, and SHaply additive exPlanations (SHAP). Also, several methods for developing ML algorithms, including K-fold cross-validation (CV), Taguchi, a technique for order preference by similarity to ideal solution (TOPSIS), and multi-objective particle swarm optimization (MOPSO), are proposed. These algorithms are implemented to improve the applications of gridshell structures using a comprehensive representation of ML models. This research introduces novel frameworks for shape prediction, form-finding, structural performance assessment, and shape optimization of lifting self-forming GFRP elastic gridshells using ML methods. This book will be of interest to researchers and academics interested in advanced design methods and ML technology in architecture, engineering, and construction fields.

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.

Sustainability And Automation In Smart Constructions

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Author : Hugo Rodrigues
language : en
Publisher: Springer Nature
Release Date : 2020-09-14

Sustainability And Automation In Smart Constructions written by Hugo Rodrigues and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-14 with Technology & Engineering categories.

This book gathers outstanding papers presented at the Conference on Automation Innovation in Construction (CIAC-2019). In recent years, there have been significant transformations in the construction sector regarding production and the use of computers and automation to create smart and autonomous systems. At the same time, innovative construction materials and alternative technologies are crucial to overcoming the challenges currently facing the building materials industry. The book presents numerous examples of smart construction technologies, discusses the applications of new construction materials and technologies, and includes studies on recent trends in automation as applied to the construction sector.

Innovative Production And Construction Transforming Construction Through Emerging Technologies

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Author : Wu Peng
language : en
Publisher: World Scientific
Release Date : 2019-05-03

Innovative Production And Construction Transforming Construction Through Emerging Technologies written by Wu Peng and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-05-03 with Architecture categories.

Throughout the 38 chapters, this must-have volume outlines essential information about the implementation of emerging technologies, from building information modeling and 3D printing, to life cycle assessment and information technology in construction and engineering projects.It covers practical case studies to demonstrate the implementation of emerging technologies in a compact style, ensuring that practitioners can adopt these methods to realize immediate benefits in productivity, safety and performance improvement.

Advances In Construction And Demolition Waste Recycling

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Author : F. Pacheco-Torgal
language : en
Publisher: Elsevier
Release Date : 2025-05-02

Advances In Construction And Demolition Waste Recycling written by F. Pacheco-Torgal and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-02 with Technology & Engineering categories.

Advances in Construction and Demolition Waste Recycling: Digital Technologies, Management, Processing and Environmental Assessment presents recent research in recycling and reuse of concrete and demolition waste in construction applications. The book starts with a detailed introductory section on digital technologies that are used to enhance circularity. Part Two focuses on the management of construction and demolition waste, including estimation of quantities and the use of BIM and GIS tools. Part Three reviews the processing of recycled aggregates, along with the performance of concrete mixtures using different types of recycled aggregates. Part Four looks at the environmental assessment of non-hazardous waste. This book will be a standard reference for civil engineers, structural engineers, architects, and academic researchers working in the field of construction and demolition waste. - Presents cutting-edge research in recycling and reuse of concrete and demolition waste - Discusses techniques for managing construction and demolition waste, including waste management plans, ways of estimating levels of waste, and types and location of waste recycling plants - Reviews key steps in handling construction and demolition waste - Contains an entire new section on the use of digital technologies to enhance the circularity of construction and demolition waste - Additional chapters are included on selective disassembly planning: robots for automatic waste sorting; laser-based sorting; usage of air jigging for multi-component separation of construction and demolition waste; and recycled asphalt (RA) for self-healing pavements

Proceedings Of The Canadian Society For Civil Engineering Annual Conference 2023 Volume 4

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Author : Serge Desjardins
language : en
Publisher: Springer Nature
Release Date : 2024-09-17

Proceedings Of The Canadian Society For Civil Engineering Annual Conference 2023 Volume 4 written by Serge Desjardins and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-17 with Technology & Engineering categories.

This book comprises the proceedings of the Annual Conference of the Canadian Society for Civil Engineering 2023. The contents of this volume focus on the specialty track in construction with topics on modular and offsite construction, BIM, construction planning and project management, construction automation, AI and robotics in construction, sustainable construction, asset management, and construction safety, among others. This volume will prove a valuable resource for researchers and professionals.

Bim Handbook

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Author : Rafael Sacks
language : en
Publisher: John Wiley & Sons
Release Date : 2018-07-03

Bim Handbook written by Rafael Sacks and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-07-03 with Architecture categories.

Discover BIM: A better way to build better buildings Building Information Modeling (BIM) offers a novel approach to design, construction, and facility management in which a digital representation of the building product and process is used to facilitate the exchange and interoperability of information in digital format. BIM is beginning to change the way buildings look, the way they function, and the ways in which they are designed and built. The BIM Handbook, Third Edition provides an in-depth understanding of BIM technologies, the business and organizational issues associated with its implementation, and the profound advantages that effective use of BIM can provide to all members of a project team. Updates to this edition include: Information on the ways in which professionals should use BIM to gain maximum value New topics such as collaborative working, national and major construction clients, BIM standards and guides A discussion on how various professional roles have expanded through the widespread use and the new avenues of BIM practices and services A wealth of new case studies that clearly illustrate exactly how BIM is applied in a wide variety of conditions Painting a colorful and thorough picture of the state of the art in building information modeling, the BIM Handbook, Third Edition guides readers to successful implementations, helping them to avoid needless frustration and costs and take full advantage of this paradigm-shifting approach to construct better buildings that consume fewer materials and require less time, labor, and capital resources.

Comprehensive Geographic Information Systems

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Author :
language : en
Publisher: Elsevier
Release Date : 2017-07-21

Comprehensive Geographic Information Systems written by and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-07-21 with Science categories.

Geographical Information Systems, Three Volume Set is a computer system used to capture, store, analyze and display information related to positions on the Earth’s surface. It has the ability to show multiple types of information on multiple geographical locations in a single map, enabling users to assess patterns and relationships between different information points, a crucial component for multiple aspects of modern life and industry. This 3-volumes reference provides an up-to date account of this growing discipline through in-depth reviews authored by leading experts in the field. VOLUME EDITORSThomas J. CovaThe University of Utah, Salt Lake City, UT, United StatesMing-Hsiang TsouSan Diego State University, San Diego, CA, United StatesGeorg BarethUniversity of Cologne, Cologne, GermanyChunqiao SongUniversity of California, Los Angeles, CA, United StatesYan SongUniversity of North Carolina at Chapel Hill, Chapel Hill, NC, United StatesKai CaoNational University of Singapore, SingaporeElisabete A. SilvaUniversity of Cambridge, Cambridge, United Kingdom Covers a rapidly expanding discipline, providing readers with a detailed overview of all aspects of geographic information systems, principles and applications Emphasizes the practical, socioeconomic applications of GIS Provides readers with a reliable, one-stop comprehensive guide, saving them time in searching for the information they need from different sources