31 Forum Bauinformatik

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31. Forum Bauinformatik

Author : Sternal, Maximilian
Publisher : Universitätsverlag der TU Berlin
ISBN 13 : 3798331049
Total Pages : 432 pages
Book Rating : 4.7/5 (983 download)

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Book Synopsis 31. Forum Bauinformatik by : Sternal, Maximilian

Download or read book 31. Forum Bauinformatik written by Sternal, Maximilian and published by Universitätsverlag der TU Berlin. This book was released on 2019-09-17 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Das Forum Bauinformatik steht unter dem Motto „von jungen Forschenden für junge Forschende“. Es bietet jungen Wissenschaftlerinnen und Wissenschaftlern sowie interessierten Studierenden die Möglichkeit, ihre Forschungsarbeiten zu präsentieren, Problemstellungen fachspezifisch zu diskutieren und sich ganz allgemein über den neusten Stand der Forschung zu informieren. Zudem ergibt sich dadurch eine ausgezeichnete Gelegenheit, in die wissenschaftliche Gemeinschaft im Bereich der Bauinformatik einzusteigen und Kontakte zu anderen Forschenden zu knüpfen. According to the motto “from young researchers for young researchers” the Forum Bauinformatik offers researchers as well as interested undergraduates the opportunity to present their research work, to discuss discipline-specific problems and to catch up to the current state in research. Furthermore, it gives an excellent chance to get in touch with the scientific community in the field of Computing in Civil Engineering and socialize with other researchers

Boosting Collaborative Networks 4.0

Author : Luis M. Camarinha-Matos
Publisher : Springer Nature
ISBN 13 : 3030624129
Total Pages : 650 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Boosting Collaborative Networks 4.0 by : Luis M. Camarinha-Matos

Download or read book Boosting Collaborative Networks 4.0 written by Luis M. Camarinha-Matos and published by Springer Nature. This book was released on 2020-11-16 with total page 650 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 21st IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2020, held in Valencia, Spain, in November 2020. The conference was held virtually. The 53 full papers were carefully reviewed and selected from 135 submissions. They provide a comprehensive overview of major challenges and recent advances in various domains related to the digital transformation and collaborative networks and their applications with a strong focus on the following areas related to the main theme of the conference: collaborative business ecosystems; collaborative business models; collaboration platform; data and knowledge services; blockchain and knowledge graphs; maintenance, compliance and liability; digital transformation; skills for organizations of the future; collaboration in open innovation; collaboration in supply chain; simulation and analysis in collaborative systems; product and service systems; collaboration impacts; boosting sustainability through collaboration in Agri-food 4.0; digital innovation hubs for digitalizing European industry; and collaborative networks for health and wellness data management.

EG-ICE 2020 Workshop on Intelligent Computing in Engineering

Author : Ungureanu, Lucian Constantin
Publisher : Universitätsverlag der TU Berlin
ISBN 13 : 3798331553
Total Pages : 528 pages
Book Rating : 4.7/5 (983 download)

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Book Synopsis EG-ICE 2020 Workshop on Intelligent Computing in Engineering by : Ungureanu, Lucian Constantin

Download or read book EG-ICE 2020 Workshop on Intelligent Computing in Engineering written by Ungureanu, Lucian Constantin and published by Universitätsverlag der TU Berlin. This book was released on 2020-06-30 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 27th EG-ICE International Workshop 2020 brings together international experts working at the interface between advanced computing and modern engineering challenges. Many engineering tasks require open-world resolutions to support multi-actor collaboration, coping with approximate models, providing effective engineer-computer interaction, search in multi-dimensional solution spaces, accommodating uncertainty, including specialist domain knowledge, performing sensor-data interpretation and dealing with incomplete knowledge. While results from computer science provide much initial support for resolution, adaptation is unavoidable and most importantly, feedback from addressing engineering challenges drives fundamental computer-science research. Competence and knowledge transfer goes both ways. Der 27. Internationale EG-ICE Workshop 2020 bringt internationale Experten zusammen, die an der Schnittstelle zwischen fortgeschrittener Datenverarbeitung und modernen technischen Herausforderungen arbeiten. Viele ingenieurwissenschaftliche Aufgaben erfordern Open-World-Resolutionen, um die Zusammenarbeit mehrerer Akteure zu unterstützen, mit approximativen Modellen umzugehen, eine effektive Interaktion zwischen Ingenieur und Computer zu ermöglichen, in mehrdimensionalen Lösungsräumen zu suchen, Unsicherheiten zu berücksichtigen, einschließlich fachspezifischen Domänenwissens, Sensordateninterpretation durchzuführen und mit unvollständigem Wissen umzugehen. Während die Ergebnisse aus der Informatik anfänglich viel Unterstützung für die Lösung bieten, ist eine Anpassung unvermeidlich, und am wichtigsten ist, dass das Feedback aus der Bewältigung technischer Herausforderungen die computer-wissenschaftliche Grundlagenforschung vorantreibt. Kompetenz und Wissenstransfer gehen in beide Richtungen.

EG-ICE 2021 Workshop on Intelligent Computing in Engineering

Author : Abualdenien, Jimmy
Publisher : Universitätsverlag der TU Berlin
ISBN 13 : 3798332118
Total Pages : 618 pages
Book Rating : 4.7/5 (983 download)

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Book Synopsis EG-ICE 2021 Workshop on Intelligent Computing in Engineering by : Abualdenien, Jimmy

Download or read book EG-ICE 2021 Workshop on Intelligent Computing in Engineering written by Abualdenien, Jimmy and published by Universitätsverlag der TU Berlin. This book was released on 2021-08-06 with total page 618 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 28th EG-ICE International Workshop 2021 brings together international experts working at the interface between advanced computing and modern engineering challenges. Many engineering tasks require open-world resolutions to support multi-actor collaboration, coping with approximate models, providing effective engineer-computer interaction, search in multi-dimensional solution spaces, accommodating uncertainty, including specialist domain knowledge, performing sensor-data interpretation and dealing with incomplete knowledge. While results from computer science provide much initial support for resolution, adaptation is unavoidable and most importantly, feedback from addressing engineering challenges drives fundamental computer-science research. Competence and knowledge transfer goes both ways. Der 28. Internationale EG-ICE Workshop 2021 bringt internationale Experten zusammen, die an der Schnittstelle zwischen fortgeschrittener Datenverarbeitung und modernen technischen Herausforderungen arbeiten. Viele ingenieurwissenschaftliche Aufgaben erfordern Open-World-Resolutionen, um die Zusammenarbeit mehrerer Akteure zu unterstützen, mit approximativen Modellen umzugehen, eine effektive Interaktion zwischen Ingenieur und Computer zu ermöglichen, in mehrdimensionalen Lösungsräumen zu suchen, Unsicherheiten zu berücksichtigen, einschließlich fachspezifischen Domänenwissens, Sensordateninterpretation durchzuführen und mit unvollständigem Wissen umzugehen. Während die Ergebnisse aus der Informatik anfänglich viel Unterstützung für die Lösung bieten, ist eine Anpassung unvermeidlich, und am wichtigsten ist, dass das Feedback aus der Bewältigung technischer Herausforderungen die computer-wissenschaftliche Grundlagenforschung vorantreibt. Kompetenz und Wissenstransfer gehen in beide Richtungen.

ECPPM 2022 - eWork and eBusiness in Architecture, Engineering and Construction 2022

Author : Eilif Hjelseth
Publisher : CRC Press
ISBN 13 : 1000925609
Total Pages : 1412 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis ECPPM 2022 - eWork and eBusiness in Architecture, Engineering and Construction 2022 by : Eilif Hjelseth

Download or read book ECPPM 2022 - eWork and eBusiness in Architecture, Engineering and Construction 2022 written by Eilif Hjelseth and published by CRC Press. This book was released on 2023-03-29 with total page 1412 pages. Available in PDF, EPUB and Kindle. Book excerpt: ECPPM 2022 - eWork and eBusiness in Architecture, Engineering and Construction contains the papers presented at the 14th European Conference on Product & Process Modelling (ECPPM 2022, Trondheim, Norway, 14-16 September 2022), and builds on a long-standing history of excellence in product and process modelling in the construction industry, which is currently known as Building Information Modelling (BIM). The following topics and applications are given special attention: Sustainable and Circular Driven Digitalisation: Data Driven Design and/or Decision Support Assessment and Documentation of Sustainability Information lifecycle Data Management: Collection, Processing and Presentation of Environmental Product Documentation (EPD) and Product Data Templates (PDT) Digital Enabled Collaboration: Integrated and Multi-Disciplinary Processes Virtual Design and Construction (VDC): Production Metrics, Integrated Concurrent Engineering, Lean Construction and Information Integration Automation of Processes: Automation of Design and Engineering Processes, Parametric Modelling and Robotic Process Automation Expert Systems: BIM based model and compliance checking Enabling Technologies: Machine Learning, Big Data, Artificial and Augmented Intelligence, Digital Twins, Semantic Technology Sensors and IoT Production with Autonomous Machinery, Robotics and Combinations of Existing and New Technical Solutions Frameworks for Implementation: International Information Management Series (ISO 19650), and Other International Standards (ISO), European (CEN) and National Standards, Digital Platforms and Ecosystems Human Factors in Digital Application: Digital Innovation, Economy of Digitalisation, Client, Organisational, Team and/or Individual Perspectives Over the past 25 years, the biennial ECPPM conference proceedings series has provided researchers and practitioners with a unique platform to present and discuss the latest developments regarding emerging BIM technologies and complementary issues for their adoption in the AEC/FM industry.

Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation, and Protection

Author : Marinos Ioannides
Publisher : Springer Nature
ISBN 13 : 3030730433
Total Pages : 763 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation, and Protection by : Marinos Ioannides

Download or read book Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation, and Protection written by Marinos Ioannides and published by Springer Nature. This book was released on 2021-04-13 with total page 763 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed post-conference proceedings of the 8th International Conference on Digital Heritage, EuroMed 2020, held virtually in November 2020. The 37 revised project papers and 30 revised short papers presented were carefully reviewed and selected from 326 submissions. The papers are on topics such as digital data acquisition technologies in CH/2D and 3D data capture methodologies and data processing; remote sensing for archaeology and cultural heritage management and monitoring; interactive environments and applications; reproduction techniques and rapid prototyping in CH; e-Libraries and e-Archives in cultural heritage; virtual museum applications (e-Museums and e-Exhibitions); visualisation techniques (desktop, virtual and augmented reality); storytelling and authoring tools; tools for education; 2D and 3D GIS in cultural heritage; and on-site and remotely sensed data collection.

Application of the BIM Method in Sustainable Construction

Author : Niels Bartels
Publisher : Springer Nature
ISBN 13 : 3031127595
Total Pages : 72 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Application of the BIM Method in Sustainable Construction by : Niels Bartels

Download or read book Application of the BIM Method in Sustainable Construction written by Niels Bartels and published by Springer Nature. This book was released on 2022-09-17 with total page 72 pages. Available in PDF, EPUB and Kindle. Book excerpt: The integration of sustainability requires a paradigm shift in the lifecycle of buildings. By using the BIM method, aspects of sustainable construction can be increasingly integrated into processes and workflows. Information is captured consistently and in a structured way across the lifecycle and made available to all stakeholders. This Essential presents the current status quo of possible applications of the BIM method in sustainable construction. The aim is to promote a fusion of BIM and sustainability by highlighting essential requirements for BIM processes and models, workflows and their added value.

Forum Bauinformatik 2009 : 23. bis 25. September 2009, Universität Karlsruhe (TH)

Author : Petra von Both
Publisher : KIT Scientific Publishing
ISBN 13 : 386644396X
Total Pages : 408 pages
Book Rating : 4.8/5 (664 download)

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Book Synopsis Forum Bauinformatik 2009 : 23. bis 25. September 2009, Universität Karlsruhe (TH) by : Petra von Both

Download or read book Forum Bauinformatik 2009 : 23. bis 25. September 2009, Universität Karlsruhe (TH) written by Petra von Both and published by KIT Scientific Publishing. This book was released on 2009 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Building Information Systems in the Construction Industry

Author : A. Galiano Garrigos
Publisher : WIT Press
ISBN 13 : 1784662755
Total Pages : 181 pages
Book Rating : 4.7/5 (846 download)

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Book Synopsis Building Information Systems in the Construction Industry by : A. Galiano Garrigos

Download or read book Building Information Systems in the Construction Industry written by A. Galiano Garrigos and published by WIT Press. This book was released on 2018-01-24 with total page 181 pages. Available in PDF, EPUB and Kindle. Book excerpt: The selected papers in this book deal with Building Information Modelling (BIM) in Design, Construction and Operations. Application of BIM throughout the construction industry is progressing at an accelerated rate, with the development of new software tools. BIM has the potential to alter the way in which different specialities interact before, during and after the construction project. BIM carries the data set for a particular asset through its full life cycle which has important consequences for operations and maintenance as well as for infrastructure planning. BIM emergence has been the result of advanced surveying techniques, powerful computer systems, better visualisation tools and new communication infrastructures. The papers included in this book demonstrate the interdisciplinary character of BIM, bringing together contributions from experts in industry, practice and academia.

Case-Based Reasoning Research and Development

Author : Ashok Goel
Publisher : Springer
ISBN 13 : 3319470965
Total Pages : 458 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Case-Based Reasoning Research and Development by : Ashok Goel

Download or read book Case-Based Reasoning Research and Development written by Ashok Goel and published by Springer. This book was released on 2016-10-25 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 24th International Conference on Case-Based Reasoning Research and Development, ICCBR 2016, held in Atlanta, GA, USA, in October/November 2016. The 14 revised full papers presented were carefully reviewed and selected from 44 submissions. The papers cover a wide range of CBR topics that are of interest both to researchers and practitioners from foundations of Case-Based Reasoning; over CBR systems for specific tasks and related fields; up to CBR systems, applications and lessons learned in specific areas of expertise such as health; e-science; finance; energy, logistics, traffic; game/AI; cooking; diagnosis, technical support; as well as knowledge and experience management.

Life Cycle Analysis and Assessment in Civil Engineering: Towards an Integrated Vision

Author : Robby Caspeele
Publisher : CRC Press
ISBN 13 : 1351857576
Total Pages : 3160 pages
Book Rating : 4.3/5 (518 download)

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Book Synopsis Life Cycle Analysis and Assessment in Civil Engineering: Towards an Integrated Vision by : Robby Caspeele

Download or read book Life Cycle Analysis and Assessment in Civil Engineering: Towards an Integrated Vision written by Robby Caspeele and published by CRC Press. This book was released on 2018-10-31 with total page 3160 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains the papers presented at IALCCE2018, the Sixth International Symposium on Life-Cycle Civil Engineering (IALCCE2018), held in Ghent, Belgium, October 28-31, 2018. It consists of a book of extended abstracts and a USB device with full papers including the Fazlur R. Khan lecture, 8 keynote lectures, and 390 technical papers from all over the world. Contributions relate to design, inspection, assessment, maintenance or optimization in the framework of life-cycle analysis of civil engineering structures and infrastructure systems. Life-cycle aspects that are developed and discussed range from structural safety and durability to sustainability, serviceability, robustness and resilience. Applications relate to buildings, bridges and viaducts, highways and runways, tunnels and underground structures, off-shore and marine structures, dams and hydraulic structures, prefabricated design, infrastructure systems, etc. During the IALCCE2018 conference a particular focus is put on the cross-fertilization between different sub-areas of expertise and the development of an overall vision for life-cycle analysis in civil engineering. The aim of the editors is to provide a valuable source of cutting edge information for anyone interested in life-cycle analysis and assessment in civil engineering, including researchers, practising engineers, consultants, contractors, decision makers and representatives from local authorities.

Pattern Recognition Applications and Methods

Author : Maria De Marsico
Publisher : Springer
ISBN 13 : 3319936476
Total Pages : 250 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Pattern Recognition Applications and Methods by : Maria De Marsico

Download or read book Pattern Recognition Applications and Methods written by Maria De Marsico and published by Springer. This book was released on 2018-06-15 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains revised and extended versions of selected papers from the 6th International Conference on Pattern Recognition, ICPRAM 2017, held in Porto, Portugal, in February 2017. The 13 full papers presented were carefully reviewed and selected from 139 initial submissions. They aim at making visible and understandable the relevant trends of current research on pattern recognition.

Computer Vision and Imaging in Intelligent Transportation Systems

Author : Robert P. Loce
Publisher : John Wiley & Sons
ISBN 13 : 1118971655
Total Pages : 657 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Computer Vision and Imaging in Intelligent Transportation Systems by : Robert P. Loce

Download or read book Computer Vision and Imaging in Intelligent Transportation Systems written by Robert P. Loce and published by John Wiley & Sons. This book was released on 2017-03-20 with total page 657 pages. Available in PDF, EPUB and Kindle. Book excerpt: Acts as single source reference providing readers with an overview of how computer vision can contribute to the different applications in the field of road transportation This book presents a survey of computer vision techniques related to three key broad problems in the roadway transportation domain: safety, efficiency, and law enforcement. The individual chapters present significant applications within those problem domains, each presented in a tutorial manner, describing the motivation for and benefits of the application, and a description of the state of the art. Key features: Surveys the applications of computer vision techniques to road transportation system for the purposes of improving safety and efficiency and to assist law enforcement. Offers a timely discussion as computer vision is reaching a point of being useful in the field of transportation systems. Available as an enhanced eBook with video demonstrations to further explain the concepts discussed in the book, as well as links to publically available software and data sets for testing and algorithm development. The book will benefit the many researchers, engineers and practitioners of computer vision, digital imaging, automotive and civil engineering working in intelligent transportation systems. Given the breadth of topics covered, the text will present the reader with new and yet unconceived possibilities for application within their communities.

Structural Engineering, Mechanics and Computation

Author : A. Zingoni
Publisher : Elsevier
ISBN 13 : 0080541925
Total Pages : 1704 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Structural Engineering, Mechanics and Computation by : A. Zingoni

Download or read book Structural Engineering, Mechanics and Computation written by A. Zingoni and published by Elsevier. This book was released on 2001-03-16 with total page 1704 pages. Available in PDF, EPUB and Kindle. Book excerpt: Following on from the International Conference on Structural Engineering, Mechanics and Computation, held in Cape Town in April 2001, this book contains the Proceedings, in two volumes. There are over 170 papers written by Authors from around 40 countries worldwide. The contributions include 6 Keynote Papers and 12 Special Invited Papers. In line with the aims of the SEMC 2001 International Conference, and as may be seen from the List of Contents, the papers cover a wide range of topics under a variety of themes. There is a healthy balance between papers of a theoretical nature, concerned with various aspects of structural mechanics and computational issues, and those of a more practical nature, addressing issues of design, safety and construction. As the contributions in these Proceedings show, new and more efficient methods of structural analysis and numerical computation are being explored all the time, while exciting structural materials such as glass have recently come onto the scene. Research interest in the repair and rehabilitation of existing infrastructure continues to grow, particularly in Europe and North America, while the challenges to protect human life and property against the effects of fire, earthquakes and other hazards are being addressed through the development of more appropriate design methods for buildings, bridges and other engineering structures.

Crowds in the 21st Century

Author : John Drury
Publisher : Routledge
ISBN 13 : 1317980484
Total Pages : 206 pages
Book Rating : 4.3/5 (179 download)

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Book Synopsis Crowds in the 21st Century by : John Drury

Download or read book Crowds in the 21st Century written by John Drury and published by Routledge. This book was released on 2015-02-20 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: Crowds in the 21st Century presents the latest theory and research on crowd events and crowd behaviour from across a range of social sciences, including psychology, sociology, law, and communication studies. Whether describing the language of the crowd in protest events, measuring the ability of the crowd to empower its participants, or analysing the role of professional organizations involved in crowd safety and public order, the contributions in this volume are united in their commitment to a social scientific level of analysis. The crowd is often depicted as a source of irrationality and danger – in the form of riots and mass emergencies. By placing crowd events back in their social context – their ongoing historical and proximal relationships with other groups and social structures – this volume restores meaning to the analysis of crowd behaviour. Together, the studies described in this collection demonstrate the potential of crowd research to enhance the positive experience of crowd participants and to improve design, planning, and management around crowd events. This book was originally published as a special issue of Contemporary Social Science.

eWork and eBusiness in Architecture, Engineering and Construction

Author : Gudni Gudnason
Publisher : CRC Press
ISBN 13 : 0415621283
Total Pages : 978 pages
Book Rating : 4.4/5 (156 download)

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Book Synopsis eWork and eBusiness in Architecture, Engineering and Construction by : Gudni Gudnason

Download or read book eWork and eBusiness in Architecture, Engineering and Construction written by Gudni Gudnason and published by CRC Press. This book was released on 2012-07-06 with total page 978 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since 1994, the European Conferences of Product and Process Modelling (www.ecppm.org) have provided a review of research, development and industrial implementation of product and process model technology in the Architecture, Engineering, Construction and Facilities Management (AEC/FM) industry. Product/Building Information Modelling has matured significantly in the last few years and has never been closer to having a permanent impact on the AEC/FM industry as a mainstream technology. In this context the 9th European Conference of Product and Process Modelling provided a forum for leading experts to discuss the latest achievements, emerging trends and future directions in product and process modelling technology in this dynamic and fragmented industry, focusing on integrated project working, value-based life cycle management and intelligent and sustainable buildings and construction. eWork and eBusiness in Architecture, Engineering and Construction 2012 provides a comprehensive overview of topics including BIM in all life-cycle stages, ICT for energy efficiency, smart buildings and environmental performance, energy and building simulation, knowledge and semantic modelling, visualization technologies as well as tools and methods to support innovations in design and construction processes. It further includes the proceedings of the 3rd Workshop on eeBuildings Data Models (Energy Efficiency Vocabularies), which aim to identify ICT Energy Efficiency Vocabularies and Ontologies to foster interoperability of Energy Efficiency Management Systems. eWork and eBusiness in Architecture, Engineering and Construction 2012 will be of interest to academics and professionals working in the interdisciplinary area of information technology in architecture, engineering and construction.

Civil and Environmental Engineering: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1466696206
Total Pages : 1703 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Civil and Environmental Engineering: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Civil and Environmental Engineering: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2016-01-31 with total page 1703 pages. Available in PDF, EPUB and Kindle. Book excerpt: Civil and environmental engineers work together to develop, build, and maintain the man-made and natural environments that make up the infrastructures and ecosystems in which we live and thrive. Civil and Environmental Engineering: Concepts, Methodologies, Tools, and Applications is a comprehensive multi-volume publication showcasing the best research on topics pertaining to road design, building maintenance and construction, transportation, earthquake engineering, waste and pollution management, and water resources management and engineering. Through its broad and extensive coverage on a variety of crucial concepts in the field of civil engineering, and its subfield of environmental engineering, this multi-volume work is an essential addition to the library collections of academic and government institutions and appropriately meets the research needs of engineers, environmental specialists, researchers, and graduate-level students.