SMART BUILDINGS: USE CASE FOR MIDDLEWARE FOR DATA VISUALIZATION AND DATA ANALYTICS

被引:0
作者
Chitu, Claudia [1 ,2 ]
Sgarciu, Valentin [1 ]
机构
[1] Univ Politehn Bucuresti, Fac Automat Control & Comp Sci, Bucharest, Romania
[2] UC Merced, Merced, CA 95343 USA
来源
UNIVERSITY POLITEHNICA OF BUCHAREST SCIENTIFIC BULLETIN SERIES C-ELECTRICAL ENGINEERING AND COMPUTER SCIENCE | 2019年 / 81卷 / 02期
关键词
Building Management System; data platform; dashboard; data visualization; data analytics;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Buildings are becoming more intelligent and in the same time more complex, in due time with the advance in loT developments and innovations. This means more interconnected devices and more challenges to enhance tenant comfort, to reduce energy consumption and to assert the financial well-being of the space. Therefore, research on Smart Buildings is relevant to address opportunities for loT innovation in intelligent spaces, increase operational performance and improve efficiency. This work presents data platforms for dashboards and predictions trends, emphasizing multiple provocations in the field. Our objective is to build a middleware for scalable implementation to explore and visualize spatial and temporal data across buildings. We propose the understanding of the meaning behind data - using an open source backend tool as TICK stack with the front end of Chronograf or even Grafana which runs as a web application to create smart buildings sensing service.
引用
收藏
页码:75 / 84
页数:10
相关论文
共 50 条
  • [1] OpenBAN: An Open Building ANalytics Middleware for Smart Buildings
    Arjunan, Pandarasamy
    Srivastava, Mani B.
    Singh, Amarjeet
    Singh, Pushpendra
    EAI ENDORSED TRANSACTIONS ON SCALABLE INFORMATION SYSTEMS, 2015, 2 (07) : 1 - 10
  • [2] Big Data Analysis and Services: Visualization of Smart Data to Support Healthcare Analytics
    Leung, Carson K.
    Zhang, Yibin
    Hoi, Calvin S. H.
    Souza, Joglas
    Wodi, Bryan H.
    2019 INTERNATIONAL CONFERENCE ON INTERNET OF THINGS (ITHINGS) AND IEEE GREEN COMPUTING AND COMMUNICATIONS (GREENCOM) AND IEEE CYBER, PHYSICAL AND SOCIAL COMPUTING (CPSCOM) AND IEEE SMART DATA (SMARTDATA), 2019, : 1261 - 1268
  • [3] Data Visualization Tool for Smart Buildings HVAC Systems
    Matetic, Iva
    Stajduhar, Ivan
    Wolf, Igor
    Palaic, Darko
    Ljubic, Sandi
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INNOVATIONS IN COMPUTING RESEARCH (ICR'22), 2022, 1431 : 444 - 453
  • [4] Data Analytics for Smart Manufacturing: A Case Study
    Iftikhar, Nadeem
    Baattrup-Andersen, Thorkil
    Nordbjerg, Finn Ebertsen
    Bobolea, Eugen
    Radu, Paul-Bogdan
    PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON DATA SCIENCE, TECHNOLOGY AND APPLICATIONS (DATA), 2019, : 392 - 399
  • [5] Improved thermal comfort modeling for smart buildings: A data analytics study
    Zhang, Wei
    Liu, Fang
    Fan, Rui
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2018, 103 : 634 - 643
  • [6] Data Analytics and Visualization of Adaptive Collaboration Simulations
    Wachowiak-Smolikova, Renata
    Zhu, Haibin
    IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2023, 10 (01): : 84 - 93
  • [7] Labor Cost Visualization at Carescript: An Introductory Data Analytics Case for Management Accounting
    Loftus, Serena
    Mccoy, Sarah Shonka
    Valentine, Erick G.
    West, Timothy D.
    ISSUES IN ACCOUNTING EDUCATION, 2023, 38 (04): : 199 - 209
  • [8] Data Analytics Enhanced Data Visualization and Interrogation with Parallel Coordinates Plots
    Akbar, Muhammad Sajjad
    Gabrys, Bogdan
    2018 26TH INTERNATIONAL CONFERENCE ON SYSTEMS ENGINEERING (ICSENG 2018), 2018,
  • [9] Divvying Up Data: A Data Analytics Case
    Seymoure, Suzanne M.
    Ozlanski, Michael E.
    ISSUES IN ACCOUNTING EDUCATION, 2024, 39 (01): : 177 - 191
  • [10] Analyzing Depreciation: A Financial Accounting Data Analytics and Visualization Case
    Samuels, Janet A.
    Snow, Mason C.
    ISSUES IN ACCOUNTING EDUCATION, 2024, 39 (03): : 165 - 174