Data Analytics for Engineering and Construction Project Risk Management
暫譯: 工程與建設專案風險管理的數據分析

Damnjanovic, Ivan, Reinschmidt, Kenneth

Data Analytics for Engineering and Construction Project Risk Management
  • 出版商: Springer
  • 出版日期: 2019-06-04
  • 售價: $4,890
  • 貴賓價: 9.5 折 $4,646
  • 語言: 英文
  • 頁數: 381
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3030142507
  • ISBN-13: 9783030142506
  • 相關分類: Data Science

    • 海外代購書籍(需單獨結帳)

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商品描述

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.


商品描述(中文翻譯)

這本書提供了逐步指導，說明如何在專案風險管理中實施分析方法。文本專注於工程設計和建設專案，因此適合工程、建設或專案管理的研究生，以及希望開發、改善和/或簡化企業專案管理流程的從業人員。

本書強調建立以數據為驅動的模型，以應對附加增量風險，這些數據可以在專案現場收集，從企業數據庫的查詢中組合而成，和/或使用專家判斷的引導程序生成。雖然所呈現的模型在數學上受到啟發，但這些內容並不超出工程研究生應該了解的範疇：一些代數、一點微積分、一點統計，尤其是本科水平的概率論理解。

本書分為三個部分和十四個章節。在第一部分中，作者提供了應用於工程建設專案的風險和不確定性分析的一般介紹。第二部分討論了在專案規劃階段使用的風險評估的基本公式和方法，而在第三部分中，作者介紹了在專案執行過程中監控和（重新）評估風險的方法。

作者簡介

Kenneth F. Reinschmidt was a Professor Emeritus at Texas A&M University, a member of the National Academy of Engineering, and a fellow of the American Association for the Advancement of Science. During his long lasting career Dr Reinschmidt has held many positions in academia and industry including being a professor at the Massachusetts Institute of Technology, Senior Vice President of Stone & Webster, and the President and Chief Executive Officer of Stone & Webster Advanced Systems Development Services. He has pioneered many data-centred project management tools and methods including knowledge-based engineering analysis, computer-aided engineering design, and expert systems for manufacturing and production scheduling. Dr Reinschmidt served as a chairman or a member of many congressionally-mandated studies that investigated project management practices across different federal agencies. At Texas A&M University Dr. Reinschmidt used to teach project risk management and construction improvement methods.

Ivan D. Damnjanovic is an Associate Professor, J.L. "Corky" Frank/Marathon Ashland Petroleum LLC Faculty Fellow, and the Director of Engineering Project Management program at Texas A&M University. He is also the Founder of Riskopedia Analytics consultancy. Dr. Damnjanovic specializes in qualitative and quantitative methods for assessment and management of engineering and project risks. He has an extensive experience in risk and safety analysis applied to projects from different industry segments including transportation infrastructure, oil&gas, and technology development. Dr. Damnjanovic has been a lead investigator on more than 20 state and federally funded studies, and the author of more than 50 peer reviewed journal publications and reports. He has served as a member of a number of committees that looked into industry-wide applications of risk analysis. At Texas A&M University Dr. Damnjanovic teaches project risk management and project finance and has earned awards for his instruction.

作者簡介(中文翻譯)

Kenneth F. Reinschmidt 是德州農工大學的名譽教授，國家工程院的成員，以及美國科學促進協會的研究員。在他漫長的職業生涯中，Reinschmidt 博士在學術界和產業界擔任過多個職位，包括麻省理工學院的教授、Stone & Webster 的高級副總裁，以及 Stone & Webster 先進系統開發服務的總裁兼首席執行官。他開創了許多以數據為中心的專案管理工具和方法，包括基於知識的工程分析、計算機輔助工程設計，以及用於製造和生產排程的專家系統。Reinschmidt 博士曾擔任多個國會授權研究的主席或成員，這些研究調查了不同聯邦機構的專案管理實踐。在德州農工大學，Reinschmidt 博士曾教授專案風險管理和建設改進方法。

Ivan D. Damnjanovic 是德州農工大學的副教授、J.L. 'Corky' Frank/Marathon Ashland Petroleum LLC 教職研究員，以及工程專案管理計畫的主任。他也是 Riskopedia Analytics 諮詢公司的創始人。Damnjanovic 博士專注於工程和專案風險的評估與管理的定性和定量方法。他在應用於不同產業領域的專案風險和安全分析方面擁有豐富的經驗，包括交通基礎設施、石油與天然氣以及技術開發。Damnjanovic 博士曾擔任超過 20 項州和聯邦資助研究的主要研究員，並且是超過 50 篇經過同行評審的期刊出版物和報告的作者。他曾擔任多個委員會的成員，研究風險分析在整個行業中的應用。在德州農工大學，Damnjanovic 博士教授專案風險管理和專案融資，並因其教學獲得多項獎項。

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