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Data Analytics For Engineering And Construction Project Risk Management
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Book Synopsis Data Analytics for Engineering and Construction Project Risk Management by : Ivan Damnjanovic
Download or read book Data Analytics for Engineering and Construction Project Risk Management written by Ivan Damnjanovic and published by Springer. This book was released on 2019-05-23 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Engineering Construction Risks by : Peter Allan Thompson
Download or read book Engineering Construction Risks written by Peter Allan Thompson and published by Thomas Telford. This book was released on 1992 with total page 86 pages. Available in PDF, EPUB and Kindle. Book excerpt: Risk analysis and management - an overview. When to apply risk management. Quantitative techniques for project risk analysis. Risk in estimating. Contract stategy...
Book Synopsis Risk Management in Engineering and Construction by : Stephen Ogunlana
Download or read book Risk Management in Engineering and Construction written by Stephen Ogunlana and published by Routledge. This book was released on 2019-09-09 with total page 709 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today’s businesses are driven by customer ‘pull’ and technological ‘push’. To remain competitive in this dynamic business world, engineering and construction organizations are constantly innovating with new technology tools and techniques to improve process performance in their projects. Their management challenge is to save time, reduce cost and increase quality and operational efficiency. Risk management has recently evolved as an effective method of managing both projects and operations. Risk is inherent in any project, as managers need to plan projects with minimal knowledge and information, but its management helps managers to become proactive rather than reactive. Hence, it not only increases the chance of project achievement, but also helps ensure better performance throughout its operations phase. Various qualitative and quantitative tools are researched extensively by academics and routinely deployed by practitioners for managing risk. These have tremendous potential for wider applications. Yet the current literature on both the theory and practice of risk management is widely scattered. Most of the books emphasize risk management theory but lack practical demonstrations and give little guidance on the application of those theories. This book showcases a number of effective applications of risk management tools and techniques across product and service life in a way useful for practitioners, graduate students and researchers. It also provides an in-depth understanding of the principles of risk management in engineering and construction.
Book Synopsis Risk Management in Projects by : Martin Loosemore
Download or read book Risk Management in Projects written by Martin Loosemore and published by Taylor & Francis. This book was released on 2012-09-10 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Project managers in construction and civil engineering need to base their decisions on realistic information about risk and public perceptions of risk. This second edition of the original practical and straightforward text retains the easy-to-read format, but has been expanded to encompass the entire risk management process and to give a fuller presentation of how risk is generally perceived. Two new chapters cover risk identification and risk response, and the chapters on risk analysis have been completely reorganized. There is also greater emphasis on the theory behind the principles, and an expanded bibliography is given to guide an exploration of the subject in greater detail. The book demystifies risk management by presenting the subject in simple and practical terms, free of technical jargon, and case studies are used extensively to enliven the text and to illustrate the concepts discussed.
Book Synopsis Risk Management for Design and Construction by : Ovidiu Cretu
Download or read book Risk Management for Design and Construction written by Ovidiu Cretu and published by John Wiley & Sons. This book was released on 2011-05-04 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: The essential risk assessment guide for civil engineering, design, and construction Risk management allows construction professionals to identify the risks inherent in all projects, and to provide the tools for evaluating the probabilities and impacts to minimize the risk potential. This book introduces risk as a central pillar of project management and shows how a project manager can be prepared for dealing with uncertainty. Written by experts in the field, Risk Management for Design and Construction uses clear, straightforward terminology to demystify the concepts of project uncertainty and risk. Highlights include: Integrated cost and schedule risk analysis An introduction to a ready-to-use system of analyzing a project's risks and tools to proactively manage risks A methodology that was developed and used by the Washington State Department of Transportation Case studies and examples on the proper application of principles Information about combining value analysis with risk analysis "This book is a must for professionals who are seeking to move towards a proactive risk-centric management style. It is a valuable resource for students who are discovering the intricacies of uncertainties and risks within value estimation. For professionals, the book advocates for identifying and analyzing 'only' risks whose impact are of consequence to a project's performance." JOHN MILTON, PHD, PE Director of Enterprise Risk Management, Washington State Department of Transportation
Book Synopsis Foundations of Data Science for Engineering Problem Solving by : Parikshit Narendra Mahalle
Download or read book Foundations of Data Science for Engineering Problem Solving written by Parikshit Narendra Mahalle and published by Springer Nature. This book was released on 2021-08-21 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is one-stop shop which offers essential information one must know and can implement in real-time business expansions to solve engineering problems in various disciplines. It will also help us to make future predictions and decisions using AI algorithms for engineering problems. Machine learning and optimizing techniques provide strong insights into novice users. In the era of big data, there is a need to deal with data science problems in multidisciplinary perspective. In the real world, data comes from various use cases, and there is a need of source specific data science models. Information is drawn from various platforms, channels, and sectors including web-based media, online business locales, medical services studies, and Internet. To understand the trends in the market, data science can take us through various scenarios. It takes help of artificial intelligence and machine learning techniques to design and optimize the algorithms. Big data modelling and visualization techniques of collected data play a vital role in the field of data science. This book targets the researchers from areas of artificial intelligence, machine learning, data science and big data analytics to look for new techniques in business analytics and applications of artificial intelligence in recent businesses.
Book Synopsis The Data-Driven Project Manager by : Mario Vanhoucke
Download or read book The Data-Driven Project Manager written by Mario Vanhoucke and published by Apress. This book was released on 2018-03-27 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Book Synopsis Construction Risk Management Decision Making by : Alex C. Arthur
Download or read book Construction Risk Management Decision Making written by Alex C. Arthur and published by John Wiley & Sons. This book was released on 2021-12-01 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: CONSTRUCTION RISK MANAGEMENT DECISION MAKING Explores the relevance of systems thinking and behavioral science in construction risk management Effective risk management is a vital component of all successful construction projects. Although quantitative tools for evaluating data and minimizing risk are readily available, construction managers commonly adopt a more innate, experience-based approach. In Construction Risk Management Decision Making, project manager and senior consultant Alex C. Arthur provides step-by-step advice on assessing and prioritizing risk using qualitative decision-making systems in the construction industry. Incorporating key theories and concepts from systems thinking and behavioral science, this highly practical guide focuses on the behavior patterns of real people in the industry, rather than complex quantitative techniques and data. Concise, easy-to-understand chapters highlight the current practices of construction risk management while helping readers view risk and decision making from a broader perspective. Throughout the book, the author presents invaluable insights into the ways construction professionals think and behave in the real world. Addresses the actual risk management practices of construction professionals Applies human behavioral theories to the study of construction risk management decision making Illustrates the highly intuitive approaches prevalent in various construction projects Features real-life case studies and practical examples throughout Construction Risk Management Decision Making is an excellent textbook for advanced students in project management, engineering, construction, and surveying courses, and a must-have guide for practitioners of construction management, surveying, and architecture.
Book Synopsis Managing Risk in Construction Projects by : Nigel J. Smith
Download or read book Managing Risk in Construction Projects written by Nigel J. Smith and published by John Wiley & Sons. This book was released on 2014-02-03 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: Investment in any new project invariably carries risk but the construction industry is subject to more risk and uncertainty than perhaps any other industry. This guide for construction managers, project managers and quantity surveyors as well as for students shows how the risk management process improves decision-making. Managing Risk in Construction Projects offers practical guidance on identifying, assessing and managing risk and provides a sound basis for effective decision-making in conditions of uncertainty. The book focuses on theoretical aspects of risk management but also clarifies procedures for undertaking and utilising decisions. This blend of theory and practice is the real message of the book and, with a strong authorship team of practitioners and leading academics, the book provides an authoritative guide for practitioners having to manage real projects. It discusses a number of general concepts, including projects, project phases, and risk attitude before introducing various risk management techniques. This third edition has been extended to recognize the reality of multi-project or programme management and the risks in this context; to highlight the particular problems of risk in international joint ventures; and to provide more coverage of PFI and PPP. With case studies and examples of good practice, the book offers the distilled knowledge of over 100 man-years of experience in working on all aspects of project risk, giving sound practical guidance on identifying, assessing and managing risk.
Book Synopsis Risk Management for Engineering Projects by : Nolberto Munier
Download or read book Risk Management for Engineering Projects written by Nolberto Munier and published by Springer Science & Business. This book was released on 2014-04-29 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: Covers the entire process of risk management by providing methodologies for determining the sources of engineering project risk, and once threats have been identified, managing them through: identification and assessment (probability, relative importance, variables, risk breakdown structure, etc.); implementation of measures for their prevention, reduction or mitigation; evaluation of impacts and quantification of risks and establishment of control measures. It also considers sensitivity analysis to determine the influence of uncertain parameters values on different project results, such as completion time, total costs, etc. Case studies and examples across a wide spectrum of engineering projects discuss such diverse factors as: safety; environmental impacts; societal reactions; time and cost overruns; quality control; legal issues; financial considerations; and political risk, making this suitable for undergraduates and graduates in grasping the fundamentals of risk management.
Book Synopsis Modern Management Based on Big Data II and Machine Learning and Intelligent Systems III by : A.J. Tallón-Ballesteros
Download or read book Modern Management Based on Big Data II and Machine Learning and Intelligent Systems III written by A.J. Tallón-Ballesteros and published by IOS Press. This book was released on 2021-12-03 with total page 738 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is data that guides the path of applications, and Big Data technologies are enabling new paths which can deal with information in a reasonable time to arrive at an approximate solution, rather than a more exact result in an unacceptably long time. This can be particularly important when dealing with an urgent issue such as that of the COVID-19 pandemic. This book presents the proceedings of two conferences: MMBD 2021 and MLIS 2021. The MMBD conference deals with two main subjects; those of Big Data and Modern Management. The MLIS conference aims to provide a platform for knowledge exchange of the most recent scientific and technological advances in the field of machine learning and intelligent systems. Both conferences were originally scheduled to be held from 8-11 November 2021, in Quanzhou, China and Xiamen, China respectively. Both conferences were ultimately held fully online on the same dates, hosted by Huaqiao University in Quanzhou and Xiamen respectively. The book is in two parts, and contains a total of 78 papers (54 from MMBD2021 and 24 from MLIS2021) selected after rigorous review from a total of some 300 submissions. The reviewers bore in mind the breadth and depth of the research topics that fall within the scope of MMBD and MLIS, and selected the 78 most promising and FAIA mainstream-relevant contributions for inclusion in this two-part volume. All the papers present original ideas or results of general significance supported by clear reasoning, compelling evidence and rigorous methods.
Book Synopsis Ensuring Sustainability by : Carmen Avilés-Palacios
Download or read book Ensuring Sustainability written by Carmen Avilés-Palacios and published by Springer Nature. This book was released on 2022-05-30 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a selection of the best papers given at the XXIV International Conference on Industrial Engineering and Industrial Management. The conference is promoted by ADINGOR (Asociación para el Desarrollo de la Ingeniería de Organización) and organized by the Universidad Politécnica de Madrid and the Universidad Carlos III de Madrid. It took place at the Universidad Carlos III de Madrid (Leganés, Spain) in July 2020. Ensuring Sustainability embodies the latest advances in research and cutting-edge analyses of real case studies in industrial engineering and operations management from diverse international contexts. It also identifies business applications for the latest findings and innovations in operations management and the decision sciences.
Book Synopsis Risk Assessment and Management of Water Conservancy Projects by : Wei Ge
Download or read book Risk Assessment and Management of Water Conservancy Projects written by Wei Ge and published by Frontiers Media SA. This book was released on 2023-12-27 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The 10th International Conference on Engineering, Project, and Production Management by : Kriengsak Panuwatwanich
Download or read book The 10th International Conference on Engineering, Project, and Production Management written by Kriengsak Panuwatwanich and published by Springer Nature. This book was released on 2020-03-03 with total page 663 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers the proceedings of the EPPM 2019 conference, and highlights innovative work by researchers and practitioners active in various industries around the globe. Recent advances in science and technology have made it possible to seamlessly connect and integrate various elements of engineering systems, and opened the door for innovations that have transformed how we live and work. While these developments have yielded enhanced efficiency and numerous improvements in our current practices, the problems caused by the increased complexity of these integrated systems can be extremely difficult. Accordingly, solving these problems involves applying cross-disciplinary expertise to address the heterogeneity of the various elements inherent in the system. These proceedings address four main themes: (I) Smart and Sustainable Construction, (II) Advances in Project Management Practices, (III) Toward Safety and Productivity Improvement, and (IV) Smart Manufacturing, Design, and Logistics. As such, they will be of interest to and valuable to researchers and practitioners in a range of industries seeking an update on the translational fields of engineering, project, and production management.
Book Synopsis Total Quality Management (TQM) by : Sunil Luthra
Download or read book Total Quality Management (TQM) written by Sunil Luthra and published by CRC Press. This book was released on 2020-10-04 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: Organisations are now focused on total customer satisfaction. However there is a lack of understanding the requirements and the customer needs. Total Quality Management (TQM) integrates all phases and ensures a defect free quality product. This textbook provides the understanding of all aspects of TQM and the implementation. This textbook covers all aspects of TQM, discusses quality systems in detail, highlights the importance of the needs of the customer, and presents the concept of Total Productive Maintenance (TPM). Written as a textbook for students of engineering and management, but also explains all quality systems which will be helpful to all organisations in choosing the correct quality system and helpful to managers in decision making while analyzing any process. A solutions manual and power point presentations slides are available for qualified adoptions.
Book Synopsis Recent Trends in Construction Technology and Management by : M. S. Ranadive
Download or read book Recent Trends in Construction Technology and Management written by M. S. Ranadive and published by Springer Nature. This book was released on 2022-09-27 with total page 1290 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the select proceedings of the International Conference on Advances in Construction Technology and Management (ACTM 2021) and explores recent and innovative developments in all aspects of civil engineering. Advanced construction technologies such as 3D printing, intelligently built environment, use of artificial intelligence, smart structures, green buildings, advanced and engineered materials for producing green concrete, and many more such topics are covered in this book. The advanced management tools such as building information modeling, augmented reality, advanced task management software, and one of the most recent technological advancements are drones, which are changing the face of surveying and security are also explored. This book will be useful for researchers, academicians, and practitioners working in the area of civil engineering and allied fields.
Book Synopsis Risk and Systems by : David G. Carmichael
Download or read book Risk and Systems written by David G. Carmichael and published by CRC Press. This book was released on 2022-12-21 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: Risk is related to the magnitude and uncertainty of an output (consequence or outcome); outputs take on different identities in different disciplines and situations. Risk is peculiar to each stakeholder and the measurement scale for risk depends on the stakeholder’s value system. Risk management provides a way of addressing the issues associated with the magnitude and uncertainty of outputs. This book provides a distinctively rational treatment of risk and risk management, based on a systems approach. The book’s treatment applies to all disciplines and sets out the principles of risk and risk management as well as looking at a range of applications and more specialist tools and approaches. The book: Develops a risk framework through a systems approach Offers a challenging and fresh approach for infrastructure engineering, construction and project management in general The book will suit students and practitioners alike.
