Research on data model generation of bacs using bim and data analysis method

被引：0
|
作者：
KASUYA T. [1 ,2 ]
机构：
[1] Graduate School of Information Science and Technology, Univ. of Tokyo
[2] ICT Engineering Dept., Takenaka Corporation
来源：
| 1600年 / Architectural Institute of Japan卷 / 26期
关键词：
BACS; BIM; Data analysis; IoT; Metadata;
D O I：
10.3130/aijt.26.1246
中图分类号：
学科分类号：
摘要：
With the spread of AI and IoT, BACS (Building Automation and Control Systems) has also become more sophisticated. Although many of these systems are cloud-based, the lack of metadata in data collected from local BACS creates problems such as inconsistency with local devices and difficulty in cross-cutting data analysis. In this paper, we propose metadata assignment and information model generation methods for cloud-based BACS using BIM and data analysis. We developed and evaluated a tool to automate the extraction of spatial structure and to infer the suitable class of a point of BACS by data analysis. © 2020 Architectural Institute of Japan. All rights reserved.
引用
收藏
页码：1246 / 1251
页数：5
相关论文
共 50 条
  • [21] Generation of BIM data based on the automatic detection, identification and localization of lamps in buildings
    Troncoso-Pastoriza, Francisco
    Eguia-Oller, Pablo
    Diaz-Redondo, Rebeca P.
    Granada-Alvarez, Enrique
    SUSTAINABLE CITIES AND SOCIETY, 2018, 36 : 59 - 70
  • [22] Analysis of data about epileptic patients using the GUHA method
    Zvarova, J
    Preiss, J
    Sochorova, A
    INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 1997, 45 (1-2) : 59 - 64
  • [23] Research design and data analysis in realism research
    Sobh, Rana
    Perry, Chad
    EUROPEAN JOURNAL OF MARKETING, 2006, 40 (11-12) : 1194 - 1209
  • [24] A data assimilation method used with an ocean circulation model and its application to the tropical Atlantic data analysis
    Belyaev K.P.
    O'Brien J.J.
    Nobre P.A.
    Journal of Mathematical Sciences, 2001, 106 (2) : 2792 - 2802
  • [25] INTEGRATION OF BIM AND GIS DATA OF A HERITAGE BUILDING USING FME
    Borkowski, Andrzej Szymon
    To Duc, Alex
    CIVIL AND ENVIRONMENTAL ENGINEERING REPORTS, 2024, 34 (02) : 204 - 215
  • [26] Multidimensional Data Model for Air Pollution Data Analysis
    Doreswamy
    Harishkumar, K. S.
    2018 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2018, : 1684 - 1689
  • [27] Scholarly Data Share: A Model for Sharing Big Data in Academic Research
    Chapman, Katie
    Ruan, Guangchen
    Tuna, M. Esen
    Walsh, Alan
    Wernert, Eric
    PRACTICE AND EXPERIENCE IN ADVANCED RESEARCH COMPUTING 2022, 2022,
  • [28] Model for Data Analysis Process and Its Relationship to the Hypothesis-Driven and Data-Driven Research Approaches
    Matsumuro, Miki
    Miwa, Kazuhisa
    INTELLIGENT TUTORING SYSTEMS (ITS 2019), 2019, 11528 : 123 - 132
  • [29] Using Qualitative Data Analysis Software to Support Digital Research Workflows
    Paulus, Trena M.
    HUMAN RESOURCE DEVELOPMENT REVIEW, 2023, 22 (01) : 139 - 148
  • [30] The construction of qualitative and quantitative data using discourse analysis as a research technique
    Sayago, Sebastian
    QUALITY & QUANTITY, 2015, 49 (02) : 727 - 737
12345