Construction Analytics PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Construction Analytics PDF full book. Access full book title Construction Analytics by Mohsen Shahandashti. Download full books in PDF and EPUB format.
Author: Mohsen Shahandashti
Publisher: Springer Nature
ISBN: 3031272927
Category : Technology & Engineering
Languages : en
Pages : 179
Get Book Here
Book Description
This text covers R program coding for the implementation of two essential data analytics for practical construction problems. The first part of this book explains time series basics, models, and forecasting approaches in the context of the construction industry, accompanied by practical examples in construction. The second part describes the concept of investment valuation for construction projects and provides both deterministic and probabilistic techniques to conduct investment valuation on construction projects. R code scripts are provided in this book for solving practical problems in the construction industry. This book is also equipped with an R Package entitled “cdar” to provide the necessary functions for performing investment valuation. The book maximizes students’ understanding of the necessary theoretical background of data analytics, and explains the implementation of data analytics techniques to solve the actual problems in the construction industry.
Author: Mohsen Shahandashti
Publisher: Springer Nature
ISBN: 3031272927
Category : Technology & Engineering
Languages : en
Pages : 179
Get Book Here
Book Description
This text covers R program coding for the implementation of two essential data analytics for practical construction problems. The first part of this book explains time series basics, models, and forecasting approaches in the context of the construction industry, accompanied by practical examples in construction. The second part describes the concept of investment valuation for construction projects and provides both deterministic and probabilistic techniques to conduct investment valuation on construction projects. R code scripts are provided in this book for solving practical problems in the construction industry. This book is also equipped with an R Package entitled “cdar” to provide the necessary functions for performing investment valuation. The book maximizes students’ understanding of the necessary theoretical background of data analytics, and explains the implementation of data analytics techniques to solve the actual problems in the construction industry.
Author: Ivan Damnjanovic
Publisher: Springer
ISBN: 3030142515
Category : Technology & Engineering
Languages : en
Pages : 379
Get Book Here
Book Description
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: Frank J. Fabozzi
Publisher: John Wiley & Sons
ISBN: 1119238145
Category : Business & Economics
Languages : en
Pages : 579
Get Book Here
Book Description
A detailed, multi-disciplinary approach to investment analytics Portfolio Construction and Analytics provides an up-to-date understanding of the analytic investment process for students and professionals alike. With complete and detailed coverage of portfolio analytics and modeling methods, this book is unique in its multi-disciplinary approach. Investment analytics involves the input of a variety of areas, and this guide provides the perspective of data management, modeling, software resources, and investment strategy to give you a truly comprehensive understanding of how today's firms approach the process. Real-world examples provide insight into analytics performed with vendor software, and references to analytics performed with open source software will prove useful to both students and practitioners. Portfolio analytics refers to all of the methods used to screen, model, track, and evaluate investments. Big data, regulatory change, and increasing risk is forcing a need for a more coherent approach to all aspects of investment analytics, and this book provides the strong foundation and critical skills you need. Master the fundamental modeling concepts and widely used analytics Learn the latest trends in risk metrics, modeling, and investment strategies Get up to speed on the vendor and open-source software most commonly used Gain a multi-angle perspective on portfolio analytics at today's firms Identifying investment opportunities, keeping portfolios aligned with investment objectives, and monitoring risk and performance are all major functions of an investment firm that relies heavily on analytics output. This reliance will only increase in the face of market changes and increased regulatory pressure, and practitioners need a deep understanding of the latest methods and models used to build a robust investment strategy. Portfolio Construction and Analytics is an invaluable resource for portfolio management in any capacity.
Author: Frank J. Fabozzi
Publisher: John Wiley & Sons
ISBN: 1118445597
Category : Business & Economics
Languages : en
Pages : 629
Get Book Here
Book Description
A detailed, multi-disciplinary approach to investment analytics Portfolio Construction and Analytics provides an up-to-date understanding of the analytic investment process for students and professionals alike. With complete and detailed coverage of portfolio analytics and modeling methods, this book is unique in its multi-disciplinary approach. Investment analytics involves the input of a variety of areas, and this guide provides the perspective of data management, modeling, software resources, and investment strategy to give you a truly comprehensive understanding of how today's firms approach the process. Real-world examples provide insight into analytics performed with vendor software, and references to analytics performed with open source software will prove useful to both students and practitioners. Portfolio analytics refers to all of the methods used to screen, model, track, and evaluate investments. Big data, regulatory change, and increasing risk is forcing a need for a more coherent approach to all aspects of investment analytics, and this book provides the strong foundation and critical skills you need. Master the fundamental modeling concepts and widely used analytics Learn the latest trends in risk metrics, modeling, and investment strategies Get up to speed on the vendor and open-source software most commonly used Gain a multi-angle perspective on portfolio analytics at today's firms Identifying investment opportunities, keeping portfolios aligned with investment objectives, and monitoring risk and performance are all major functions of an investment firm that relies heavily on analytics output. This reliance will only increase in the face of market changes and increased regulatory pressure, and practitioners need a deep understanding of the latest methods and models used to build a robust investment strategy. Portfolio Construction and Analytics is an invaluable resource for portfolio management in any capacity.
Author: Rita Yi Man Li
Publisher: Springer
ISBN: 9811057710
Category : Technology & Engineering
Languages : en
Pages : 181
Get Book Here
Book Description
This book addresses information technologies recently applied in the field of construction safety. Combining case studies, literature reviews and interviews to study the issue, it presents cutting-edge applications of various information technologies (ITs) in construction in different parts of the world, together with a wealth of figures, tables and examples. Though primarily intended for researchers and experts in the field, the book will also benefit graduate students.
Author: Imriyas Kamardeen
Publisher: Routledge
ISBN: 1351616137
Category : Architecture
Languages : en
Pages : 157
Get Book Here
Book Description
The construction industry is vital to any national economy; it is also one of the industries most susceptible to workplace incidents. The unacceptably high rates of incidents in construction have huge socio-economic consequences for the victims, their families and friends, co-workers, employers and society at large. Construction safety researchers have introduced numerous strategies, models and tools through scientific inquiries involving primary data collection and analyses. While these efforts are commendable, there is a huge potential to create new knowledge and predictive models to improve construction safety by utilising already existing data about workplace incidents. In this new book, Imriyas Kamardeen argues that more sophisticated approaches need to be deployed to enable improved analyses of incident data sets and the extraction of more valuable insights, patterns and knowledge to prevent work injuries and illnesses. The book aims to apply data mining and analytic techniques to past workplace incident data to discover patterns that facilitate the development of innovative models and strategies, thereby improving work health, safety and well-being in construction, and curtailing the high rate of incidents. It is essential reading for researchers and professionals in construction, health and safety and anyone interested in data analytics.
Author: Resulali Emre Orgut
Publisher:
ISBN:
Category :
Languages : en
Pages : 183
Get Book Here
Book Description
Author: J. Gerard Boyle
Publisher: FriesenPress
ISBN: 1039106234
Category : Business & Economics
Languages : en
Pages : 250
Get Book Here
Book Description
This is an essential, groundbreaking book for public and private buyers of construction, contractors and sub-contractors, designers, project managers, lawyers, Earned Value specialists, forensic claims analysts, schedulers, dispute resolution experts, academics, and anyone interested in improving performance and productivity on construction projects. Among the topics discussed are the following: - Exhaustive critique of existing Earned Value analysis that compels changes to current theory and practice - New Earned Value analytics for construction, integrated with resource-loaded CPM schedules represent a paradigm change - Worked examples of resource-loaded CPM schedules using the new EV Performance analytics - Identification of reliable performance thresholds for progress, productivity and resources - Understanding the interconnection of progress and productivity and performance patterns over time - How to create meaningful, resource-loaded, CPM schedules - Analyzing schedule float in concert with the new analytics - Why current cause and effect delay analysis is fundamentally flawed because it ignores root causes - Why delay claim analysis must always account for productivity - The problem common to all contract delivery methods and how to correct it - Why construction projects fail - Specific steps in creating a successful construction program - Game theoretical & other approaches to implementing a performance-based system - Using commercial dispute resolution to contemporaneously resolve claims and improve performance going forward - The importance of probabilistic (Monte Carlo) schedule analysis & problems with current practice
Author: Daniel W. Halpin
Publisher: John Wiley & Sons
ISBN: 9780471555100
Category : Technology & Engineering
Languages : en
Pages : 396
Get Book Here
Book Description
Focuses on the use of simulation techniques to model and evaluate repetitive construction operations. Based on the CYCLONE and MICROCYCLONE software developed by the authors and used at 38 universities nationwide, it uses a variety of examples from all areas of construction to demonstrate the application of simulation to analyze construction operations.
Author: Randy Deutsch
Publisher: John Wiley & Sons
ISBN: 1118899210
Category : Architecture
Languages : en
Pages : 384
Get Book Here
Book Description
“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.
