百家乐怎么玩-澳门百家乐官网娱乐城网址_网上百家乐是不是真的_全讯网888 (中国)·官方网站

Contact Information

General Enquiry

Fax: +(852)-3442-0688
Email: see.enquiry@cityu.edu.hk
Address: G5703, 5/F, Yeung Kin Man Academic Building (YEUNG),
City University of Hong Kong,
Tat Chee Avenue, Kowloon, Hong Kong SAR
Using Machine Learning to Study Infrastructure Interdependencies and Urban Engineering Systems
Speaker Name
Dr. Sybil Derrible
Speaker Detail

Director, Complex and Sustainable Urban Networks (CSUN) Laboratory
Associate Professor, Civil and Materials Engineering
Research Associate Professor, Institute for Environmental Science and Policy
Associate Professor (Courtesy), Computer Science, University of Illinois at Chicago

Date
Time
-
Venue
B5-308, 5/F, Yeung Kin Man Academic Building, City University of Hong Kong, Kowloon Tong, Kowloon, Hong Kong
Abstract

Urban engineering is the discipline that studies and designs urban infrastructure as integrated and co-dependent systems. It is by nature inter-disciplinary, including elements of urban planning, urban metabolism, computer science, and civil, electrical, and mechanical engineering. Urban infrastructure systems include buildings, transport, water, wastewater, electricity, gas, solid waste, and telecom infrastructure systems. Thanks to the availability of new data sources and significant development in data science, the discipline has advanced significantly in the past decade. In this seminar, I will talk about urban engineering, describing how urban infrastructure systems are interdependent and I will offer a rationale for planning and designing them together as opposed to independently. I will then briefly introduce the world of Machine Learning (ML) and show recent results where we used XGBoost (an advanced gradient boosting technique) and SHAP (SHapley Additive exPlanation) to study interrelationships between electricity, gas, and water consumption in large scale buildings in New York City. Finally, I will finally offer a four-step urban infrastructure design process that can be applied to any infrastructure project and that focuses on infrastructure integration and decentralization. Overall, there is a real need to study urban infrastructure together, and urban engineering offers a means to do so, with the ultimate goal to design cities that are smart, more sustainable, and more resilient.

About the Speaker

Sybil Derrible is an Associate Professor in Civil and Materials Engineering and Computer Science, a Research Associate Professor at the Institute for Environmental Science and Policy, and the Director of the Complex and Sustainable Urban Networks (CSUN) Laboratory (csun.uic.edu) at the University of Illinois at Chicago. His research is at the nexus of urban metabolism, infrastructure planning and design, complexity science, and data science to redefine how cities are planned, designed, and operated for smart, sustainable, and resilient urban systems. Professor Derrible received a US National Science Foundation CAREER Award for his work and he serves as an Associate Editor for the ASCE Journal of Infrastructure Systems. He is also the Chair of the Sustainable Urban Systems (SUS) Section of the International Society for Industrial Ecology (ISIE) and the Vice-Chair of the Critical Transportation Infrastructure Protection committee of the Transportation Research Board (TRB). In fall 2019, he is a Visiting Professor at the University of Transport Technology in Hanoi (Vietnam).

什么是百家乐官网平注法| 澳门百家乐官网赌钱| 加多宝百家乐的玩法技巧和规则| 百家乐新送彩金| 亚洲百家乐新全讯网| 99棋牌游戏| 百家乐官网游戏算牌| 加州百家乐官网娱乐城| 澳门百家乐实战| 新朝代百家乐官网开户网站| 做生意的好风水好吗| 棋牌源码论坛| 24山择日财丁贵日| 联众德州扑克| 菲律宾百家乐娱乐网| 真人百家乐官网来博| 百家乐筹码500| 大发888老虎机手机版下载安装| 百家乐靠什么赢| 大发麻将| 网上玩百家乐技巧| 大发888网页在线游戏| 临汾玩百家乐的人在那里找| 澳门百家乐官网实战| 百家娱乐城| 百家乐龙虎斗| 娱乐城送体验金| 赌场百家乐官网打法| 林周县| 星河百家乐官网的玩法技巧和规则 | 二八杠手法| 杨公24山向水法吉凶断| 澳门百家乐官网娱乐城送体验金 | 任我赢百家乐软件中国有限公司| 叶氏百家乐官网平注技巧| 石家庄市| 百家乐代理荐| 真人百家乐官网蓝盾赌场娱乐网规则| 包赢百家乐的玩法技巧和规则| 百家乐官网游戏机在哪有| 大发888官方hgx2dafa888gwd |