A Hetero-functional Graph Theory for Modeling Interdependent Smart City Infrastructure
暫譯: 異功能圖論在建模相互依賴的智慧城市基礎設施中的應用
Wester C. H. Schoonenberg, Inas S. Khayal, Amro M. Farid
- 出版商: Springer
- 出版日期: 2018-12-12
- 售價: $5,260
- 貴賓價: 9.5 折 $4,997
- 語言: 英文
- 頁數: 196
- 裝訂: Hardcover
- ISBN: 3319993003
- ISBN-13: 9783319993003
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商品描述
Cities have always played a prominent role in the prosperity of civilization. Indeed, every great civilization we can think of is associated with the prominence of one or more thriving cities. And so understanding cities -- their inhabitants, their institutions, their infrastructure -- what they are and how they work independently and together -- is of fundamental importance to our collective growth as a human civilization. Furthermore, the 21st century “smart” city, as a result global climate change and large-scale urbanization, will emerge as a societal grand challenge.
This book focuses on the role of interdependent infrastructure systems in such smart cities especially as it relates to timely and poignant questions about resilience and sustainability. In particular, the goal of this book is to present, in one volume, a consistent Hetero-Functional Graph Theoretic (HFGT) treatment of interdependent smart city infrastructures as an overarching application domain of engineering systems. This work may be contrasted to the growing literature on multi-layer networks, which despite significant theoretical advances in recent years, has modeling limitations that prevent their real-world application to interdependent smart city infrastructures of arbitrary topology. In contrast, this book demonstrates that HFGT can be applied extensibly to an arbitrary number of arbitrarily connected topologies of interdependent smart city infrastructures. It also integrates, for the first time, all six matrices of HFGT in a single system adjacency matrix.
The book makes every effort to be accessible to a broad audience of infrastructure system practitioners and researchers (e.g. electric power system planners, transportation engineers, and hydrologists, etc.). Consequently, the book has extensively visualized the graph theoretic concepts for greater intuition and clarity. Nevertheless, the book does require a common methodological base of its readers and directs itself to the Model-Based Systems Engineering (MBSE) community and the Network Science Community (NSC). To the MBSE community, we hope that HFGT will be accepted as a quantification of many of the structural concepts found in model-based systems engineering languages like SysML. To the NSC, we hope to present a new view as how to construct graphs with fundamentally different meaning and insight. Finally, it is our hope that HFGT serves to overcome many of the theoretical and modeling limitations that have hindered our ability to systematically understand the structure and function of smart cities.
商品描述(中文翻譯)
城市在文明的繁榮中一直扮演著重要的角色。事實上,我們能想到的每一個偉大文明都與一個或多個繁榮城市的興起息息相關。因此,理解城市——它們的居民、機構、基礎設施——它們是什麼以及它們如何獨立運作和相互協作——對於我們作為人類文明的集體成長具有根本的重要性。此外,21世紀的「智慧」城市,因全球氣候變遷和大規模城市化的影響,將成為一項社會性的重大挑戰。
本書專注於相互依賴的基礎設施系統在這些智慧城市中的角色,特別是與韌性和可持續性相關的及時且深刻的問題。具體而言,本書的目標是以一本書的形式,提供一致的異質功能圖論(Hetero-Functional Graph Theoretic, HFGT)處理相互依賴的智慧城市基礎設施,作為工程系統的一個總體應用領域。這項工作可以與日益增長的多層網絡文獻進行對比,儘管近年來在理論上有顯著的進展,但其建模限制阻礙了其在任意拓撲的相互依賴智慧城市基礎設施中的實際應用。相對而言,本書展示了HFGT可以廣泛應用於任意數量的任意連接拓撲的相互依賴智慧城市基礎設施。它還首次將HFGT的所有六個矩陣整合到一個系統鄰接矩陣中。
本書努力使其內容對廣泛的基礎設施系統從業者和研究人員(例如電力系統規劃者、交通工程師和水文學家等)可及。因此,本書對圖論概念進行了廣泛的可視化,以增強直觀性和清晰度。然而,本書確實需要讀者具備共同的方法論基礎,並針對基於模型的系統工程(Model-Based Systems Engineering, MBSE)社群和網絡科學社群(Network Science Community, NSC)。對於MBSE社群,我們希望HFGT能被接受為量化許多在基於模型的系統工程語言(如SysML)中發現的結構概念。對於NSC,我們希望呈現一種新的觀點,來構建具有根本不同意義和洞察的圖形。最後,我們希望HFGT能克服許多理論和建模限制,這些限制妨礙了我們系統性理解智慧城市的結構和功能的能力。