Current practices and infrastructure for open data based research on occupant-centric design and operation of buildings

被引:19
|
作者
Kjaergaard, Mikkel B. [1 ]
Ardakanian, Omid [2 ]
Carlucci, Salvatore [3 ,4 ]
Dong, Bing [5 ]
Firth, Steven K. [6 ]
Gao, Nan [7 ]
Huebner, Gesche Margarethe [8 ]
Mahdavi, Ardeshir [9 ]
Rahaman, Mohammad Saiedur [7 ]
Salim, Flora D. [7 ]
Sangogboye, Fisayo Caleb [1 ]
Schwee, Jens Hjort [1 ]
Wolosiuk, Dawid [9 ]
Zhu, Yimin [10 ]
机构
[1] Univ Southern Denmark, SDU Software Engn, Odense, Denmark
[2] Univ Alberta, Dept Comp Sci, Edmonton, AB, Canada
[3] Cyprus Inst, Energy Environm & Water Res Ctr, Nicosia, Cyprus
[4] Norwegian Univ Sci & Technol, Dept Civil & Environm Engn, Trondheim, Norway
[5] Syracuse Univ, Dept Mech & Aerosp Engn, Coll Engn & Comp Sci, Syracuse, NY 13244 USA
[6] Loughborough Univ, Sch Architecture Bldg & Civil Engn, Loughborough, Leics, England
[7] RMIT Univ, Comp Sci & Informat Technol Sch Sci, Melbourne, Vic, Australia
[8] UCL, Energy Inst, Bartlett Sch Environm Energy & Resources, London, England
[9] Vienna Univ Technol, Dept Bldg Phys & Bldg Ecol, Vienna, Austria
[10] Louisiana State Univ, Coll Engn, Dept Construct Management, Baton Rouge, LA 70803 USA
基金
澳大利亚研究理事会; 美国国家科学基金会; 英国工程与自然科学研究理事会; 加拿大自然科学与工程研究理事会;
关键词
Open data; Data publishing; Data use; Occupant behavior; FAIR Data; Ontology; Anonymi; z; ation; Metadata schema; ENERGY PERFORMANCE; BEHAVIOR; ONTOLOGY; MODEL; SIMULATION; BARRIERS; BENEFITS; SCHEMA; TOOL;
D O I
10.1016/j.buildenv.2020.106848
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Many new tools for improving the design and operation of buildings try to realize the potential of big data. In particular, data is an important element for occupant-centric design and operation as occupants' presence and actions are affected by a high degree of uncertainty and, hence, are hard to model in general. For such research, data handling is an important challenge, and following an open science paradigm based on open data can increase efficiency and transparency of scientific work. This article reviews current practices and infrastructure for open data-driven research on occupant-centric design and operation of buildings. In particular, it covers related work on open data in general and for the built environment in particular, presents survey results for existing scientific practices, reviews technical solutions for handling data and metadata, discusses ethics and privacy protection and analyses principles for the sharing of open data. In summary, this study establishes the status quo and presents an outlook on future work for methods and infrastructures to support the open data community within the built environment.
引用
收藏
页数:13
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