Data Driven Design And Construction

Author : Randy Deutsch
Publisher : John Wiley & Sons
Page : 384 pages
File Size : 47,5 Mb
Release : 2015-08-27
Category : Architecture
ISBN : 9781118899267

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Data-Driven Design and Construction by Randy Deutsch Pdf

“In this comprehensive book, Professor Randy Deutsch has unlocked and laid bare the twenty-first century codice nascosto of architecture. It is data. Big data. Data as driver. . .This book offers us the chance to become informed and knowledgeable pursuers of data and the opportunities it offers to making architecture a wonderful, useful, and smart art form.” —From the Foreword by James Timberlake, FAIA Written for architects, engineers, contractors, owners, and educators, and based on today’s technology and practices, Data-Driven Design and Construction: 25 Strategies for Capturing, Applying and Analyzing Building Data addresses how innovative individuals and firms are using data to remain competitive while advancing their practices. seeks to address and rectify a gap in our learning, by explaining to architects, engineers, contractors and owners—and students of these fields—how to acquire and use data to make more informed decisions. documents how data-driven design is the new frontier of the convergence between BIM and architectural computational analyses and associated tools. is a book of adaptable strategies you and your organization can apply today to make the most of the data you have at your fingertips. Data-Driven Design and Construction was written to help design practitioners and their project teams make better use of BIM, and leverage data throughout the building lifecycle.

Author : Randy Deutsch
Publisher : John Wiley & Sons
Page : 384 pages
File Size : 51,5 Mb
Release : 2015-10-12
Category : Architecture
ISBN : 9781118898703

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Data-Driven Design and Construction by Randy Deutsch Pdf

“In this comprehensive book, Professor Randy Deutsch has unlocked and laid bare the twenty-first century codice nascosto of architecture. It is data. Big data. Data as driver. . .This book offers us the chance to become informed and knowledgeable pursuers of data and the opportunities it offers to making architecture a wonderful, useful, and smart art form.” —From the Foreword by James Timberlake, FAIA Written for architects, engineers, contractors, owners, and educators, and based on today’s technology and practices, Data-Driven Design and Construction: 25 Strategies for Capturing, Applying and Analyzing Building Data addresses how innovative individuals and firms are using data to remain competitive while advancing their practices. seeks to address and rectify a gap in our learning, by explaining to architects, engineers, contractors and owners—and students of these fields—how to acquire and use data to make more informed decisions. documents how data-driven design is the new frontier of the convergence between BIM and architectural computational analyses and associated tools. is a book of adaptable strategies you and your organization can apply today to make the most of the data you have at your fingertips. Data-Driven Design and Construction was written to help design practitioners and their project teams make better use of BIM, and leverage data throughout the building lifecycle.

Author : Gang Niu
Publisher : Springer
Page : 357 pages
File Size : 45,8 Mb
Release : 2016-07-27
Category : Technology & Engineering
ISBN : 9789811020322

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Data-Driven Technology for Engineering Systems Health Management by Gang Niu Pdf

This book introduces condition-based maintenance (CBM)/data-driven prognostics and health management (PHM) in detail, first explaining the PHM design approach from a systems engineering perspective, then summarizing and elaborating on the data-driven methodology for feature construction, as well as feature-based fault diagnosis and prognosis. The book includes a wealth of illustrations and tables to help explain the algorithms, as well as practical examples showing how to use this tool to solve situations for which analytic solutions are poorly suited. It equips readers to apply the concepts discussed in order to analyze and solve a variety of problems in PHM system design, feature construction, fault diagnosis and prognosis.

Author : Giacomo Chiesa
Publisher : Springer
Page : 192 pages
File Size : 47,6 Mb
Release : 2019-07-24
Category : Technology & Engineering
ISBN : 9783030261993

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Technological Paradigms and Digital Eras by Giacomo Chiesa Pdf

The book connects the ICT and the architectural worlds, analyzing modeling, materialization and data-driven visions for design issues at different scales. Furthermore, using sample modeling and materialization tools, it explores the links between performance-driven design approaches and the application of new digital technologies. Intended for architects and urbanists, it provides a theoretical framework to address the implications of the digital revolution in building design and operation. Furthermore, combining insights from IT and ICT with architectural and urban design know-how, it offers engineering professionals a technology-driven interpretation of the building design field.

Author : Xingxing Zhang
Publisher : Springer Nature
Page : 450 pages
File Size : 50,5 Mb
Release : 2021-09-11
Category : Social Science
ISBN : 9789811627781

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Data-driven Analytics for Sustainable Buildings and Cities by Xingxing Zhang Pdf

This book explores the interdisciplinary and transdisciplinary fields of energy systems, occupant behavior, thermal comfort, air quality and economic modelling across levels of building, communities and cities, through various data analytical approaches. It highlights the complex interplay of heating/cooling, ventilation and power systems in different processes, such as design, renovation and operation, for buildings, communities and cities. Methods from classical statistics, machine learning and artificial intelligence are applied into analyses for different building/urban components and systems. Knowledge from this book assists to accelerate sustainability of the society, which would contribute to a prospective improvement through data analysis in the liveability of both built and urban environment. This book targets a broad readership with specific experience and knowledge in data analysis, energy system, built environment and urban planning. As such, it appeals to researchers, graduate students, data scientists, engineers, consultants, urban scientists, investors and policymakers, with interests in energy flexibility, building/city resilience and climate neutrality.

Author : Artem Boiko
Publisher : Unknown
Page : 0 pages
File Size : 46,5 Mb
Release : 2024
Category : Electronic
ISBN : 300078229X

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DATA-DRIVEN CONSTRUCTION by Artem Boiko Pdf

Author : Ivan Damnjanovic,Kenneth Reinschmidt
Publisher : Springer
Page : 379 pages
File Size : 40,9 Mb
Release : 2019-05-23
Category : Technology & Engineering
ISBN : 9783030142513

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Data Analytics for Engineering and Construction Project Risk Management by Ivan Damnjanovic,Kenneth Reinschmidt Pdf

This book provides a step-by-step guidance on how to implement analytical methods in project risk management. The text focuses on engineering design and construction projects and as such is suitable for graduate students in engineering, construction, or project management, as well as practitioners aiming to develop, improve, and/or simplify corporate project management processes. The book places emphasis on building data-driven models for additive-incremental risks, where data can be collected on project sites, assembled from queries of corporate databases, and/or generated using procedures for eliciting experts’ judgments. While the presented models are mathematically inspired, they are nothing beyond what an engineering graduate is expected to know: some algebra, a little calculus, a little statistics, and, especially, undergraduate-level understanding of the probability theory. The book is organized in three parts and fourteen chapters. In Part I the authors provide the general introduction to risk and uncertainty analysis applied to engineering construction projects. The basic formulations and the methods for risk assessment used during project planning phase are discussed in Part II, while in Part III the authors present the methods for monitoring and (re)assessment of risks during project execution.

Author : Eduardo Toledo Santos,Sergio Scheer
Publisher : Springer Nature
Page : 1332 pages
File Size : 47,9 Mb
Release : 2020-07-14
Category : Technology & Engineering
ISBN : 9783030512958

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Proceedings of the 18th International Conference on Computing in Civil and Building Engineering by Eduardo Toledo Santos,Sergio Scheer Pdf

This book gathers the latest advances, innovations, and applications in the field of information technology in civil and building engineering, presented at the 18th International Conference on Computing in Civil and Building Engineering (ICCCBE), São Paulo, Brazil, August 18-20, 2020. It covers highly diverse topics such as BIM, construction information modeling, knowledge management, GIS, GPS, laser scanning, sensors, monitoring, VR/AR, computer-aided construction, product and process modeling, big data and IoT, cooperative design, mobile computing, simulation, structural health monitoring, computer-aided structural control and analysis, ICT in geotechnical engineering, computational mechanics, asset management, maintenance, urban planning, facility management, and smart cities. Written by leading researchers and engineers, and selected by means of a rigorous international peer-review process, the contributions highlight numerous exciting ideas that will spur novel research directions and foster multidisciplinary collaborations.

Author : Pardis Pishdad-Bozorgi
Publisher : Unknown
Page : 176 pages
File Size : 43,7 Mb
Release : 2021-08-03
Category : Electronic
ISBN : 1119705754

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5D Building Information Modeling by Pardis Pishdad-Bozorgi Pdf

5D+ Building Information Modeling: A Data-Driven Approach to Construction Supply Chain Integration, the third book in the Practical Revolutions series, is a valuable guide for AEC professionals who want to learn more about 5D+ BIM and how implementing this technology can optimize work efficiency. Starting with a brief introduction to BIM and the history of its emerging applications, this book highlights the unleveraged power of 5D+ in addressing the inefficiencies associated with current fragmented construction supply chains. This 5D+ guide focuses on the benefits of applying the power of data-driven BIM in achieving supply chain integration today and in the foreseeable future. Architects, engineers, contractors, and owners will find an implementation roadmap that includes state-of-the-art technologies, standards, workflows, and contractual framework established to achieve an integrated construction supply chain. About the series: Practical Revolutions: Disruptive Technologies and their Applications to Building Design and Construction drives the conversation of the practical deployment of emerging technologies in the building industries. It is a central information source for building professionals seeking to advance their individual capabilities and their firm's practices. Each volume in the series will cover an emerging technology paradigm. Volumes in the series will cover: Digital Sketching; Design Automation; 5D Building Information Modeling; Construction Automation and Robotics; Building Data Modeling; and Smart Buildings and Environments.

Author : Nimish Biloria
Publisher : Springer
Page : 338 pages
File Size : 53,7 Mb
Release : 2019-07-01
Category : Science
ISBN : 9783030121808

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Data-driven Multivalence in the Built Environment by Nimish Biloria Pdf

This book sets the stage for understanding how the exponential escalation of digital ubiquity in the contemporary environment is being absorbed, modulated, processed and actively used for enhancing the performance of our built environment. S.M.A.R.T., in this context, is thus used as an acronym for Systems & Materials in Architectural Research and Technology, with a specific focus on interrogating the intricate relationship between information systems and associative material, cultural and socioeconomic formations within the built environment. This interrogation is deeply rooted in exploring inter-disciplinary research and design strategies involving nonlinear processes for developing meta-design systems, evidence based design solutions and methodological frameworks, some of which, are presented in this issue. Urban health and wellbeing, urban mobility and infrastructure, smart manufacturing, Interaction Design, Urban Design & Planning as well as Data Science, as prominent symbiotic domains constituting the Built Environment are represented in this first book in the S.M.A.R.T. series. The spectrum of chapters included in this volume helps in understanding the multivalence of data from a socio-technical perspective and provides insight into the methodological nuances involved in capturing, analysing and improving urban life via data driven technologies.

Author : Mario Vanhoucke
Publisher : Apress
Page : 164 pages
File Size : 46,7 Mb
Release : 2018-03-27
Category : Business & Economics
ISBN : 9781484234983

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The Data-Driven Project Manager by Mario Vanhoucke Pdf

Discover solutions to common obstacles faced by project managers. Written as a business novel, the book is highly interactive, allowing readers to participate and consider options at each stage of a project. The book is based on years of experience, both through the author's research projects as well as his teaching lectures at business schools. The book tells the story of Emily Reed and her colleagues who are in charge of the management of a new tennis stadium project. The CEO of the company, Jacob Mitchell, is planning to install a new data-driven project management methodology as a decision support tool for all upcoming projects. He challenges Emily and her team to start a journey in exploring project data to fight against unexpected project obstacles. Data-driven project management is known in the academic literature as “dynamic scheduling” or “integrated project management and control.” It is a project management methodology to plan, monitor, and control projects in progress in order to deliver them on time and within budget to the client. Its main focus is on the integration of three crucial aspects, as follows: Baseline Scheduling: Plan the project activities to create a project timetable with time and budget restrictions. Determine start and finish times of each project activity within the activity network and resource constraints. Know the expected timing of the work to be done as well as an expected impact on the project’s time and budget objectives. Schedule Risk Analysis: Analyze the risk of the baseline schedule and its impact on the project’s time and budget. Use Monte Carlo simulations to assess the risk of the baseline schedule and to forecast the impact of time and budget deviations on the project objectives. Project Control: Measure and analyze the project’s performance data and take actions to bring the project on track. Monitor deviations from the expected project progress and control performance in order to facilitate the decision-making process in case corrective actions are needed to bring projects back on track. Both traditional Earned Value Management (EVM) and the novel Earned Schedule (ES) methods are used. What You'll Learn Implement a data-driven project management methodology (also known as "dynamic scheduling") which allows project managers to plan, monitor, and control projects while delivering them on time and within budget Study different project management tools and techniques, such as PERT/CPM, schedule risk analysis (SRA), resource buffering, and earned value management (EVM) Understand the three aspects of dynamic scheduling: baseline scheduling, schedule risk analysis, and project control Who This Book Is For Project managers looking to learn data-driven project management (or "dynamic scheduling") via a novel, demonstrating real-time simulations of how project managers can solve common project obstacles

Author : Samuel Huron,Till Nagel,Lora Oehlberg,Wesley Willett
Publisher : CRC Press
Page : 393 pages
File Size : 43,7 Mb
Release : 2022-12-20
Category : Computers
ISBN : 9781000787184

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Making with Data by Samuel Huron,Till Nagel,Lora Oehlberg,Wesley Willett Pdf

How can we give data physical form? And how might those creations change the ways we experience data and the stories it can tell? Making with Data: Physical Design and Craft in a Data-Driven World provides a snapshot of the diverse practices contemporary creators are using to produce objects, spaces, and experiences imbued with data. Across 25+ beautifully-illustrated chapters, international artists, designers, and scientists each explain the process of creating a specific data-driven piece—illustrating their practice with candid sketches, photos, and design artifacts from their own studios. The author website, featuring updates and more information about the projects behind the book, can be found here: https://makingwithdata.org/. Featuring influential voices in computer science, data science, graphic design, art, craft, and architecture, Making with Data is accessible and inspiring for enthusiasts and experts alike.

Author : Carl Anderson
Publisher : "O'Reilly Media, Inc."
Page : 300 pages
File Size : 50,6 Mb
Release : 2015-07-23
Category : Business & Economics
ISBN : 9781491916889

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Creating a Data-Driven Organization by Carl Anderson Pdf

"What do you need to become a data-driven organization? Far more than having big data or a crack team of unicorn data scientists, it requires establishing an effective, deeply-ingrained data culture. This practical book shows you how true data-drivenness involves processes that require genuine buy-in across your company ... Through interviews and examples from data scientists and analytics leaders in a variety of industries ... Anderson explains the analytics value chain you need to adopt when building predictive business models"--Publisher's description.

Author : Eric Evans
Publisher : Addison-Wesley Professional
Page : 563 pages
File Size : 42,8 Mb
Release : 2004
Category : Computers
ISBN : 9780321125217

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Domain-driven Design by Eric Evans Pdf

"Domain-Driven Design" incorporates numerous examples in Java-case studies taken from actual projects that illustrate the application of domain-driven design to real-world software development.

Author : Ian F. C. Smith,Bernd Domer
Publisher : Springer
Page : 620 pages
File Size : 55,5 Mb
Release : 2018-06-09
Category : Computers
ISBN : 9783319916354

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Advanced Computing Strategies for Engineering by Ian F. C. Smith,Bernd Domer Pdf

This double volume set ( LNAI 10863-10864) constitutes the refereed proceedings of the 25th International Workshop, EG-ICE 2018, held in Lausanne, Switzerland, in June 2018. The 58 papers presented in this volume were carefully reviewed and selected from 108 submissions. The papers are organized in topical sections on Advanced Computing in Engineering, Computer Supported Construction Management, Life-Cycle Design Support, Monitoring and Control Algorithms in Engineering, and BIM and Engineering Ontologies.