Residential Buildings Heating and Cooling Systems: The Key Role of Monitoring Systems and Real-Time Analysis in the Detection of Failures and Management Strategy Optimization

被引:2
|
作者
Cavazzini, Giovanna [1 ]
Benato, Alberto [1 ]
机构
[1] Univ Padua, Dept Ind Engn, I-35122 Padua, Italy
关键词
buildings energy efficiency; heat pumps; natural gas boilers; full electric buildings; DYNAMIC-STATE SIMULATIONS; STEADY-STATE; PUMP SYSTEMS; FIELD-TEST; PERFORMANCE; DESIGN;
D O I
10.3390/pr11051365
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
Nineteen percent of global final energy consumption is used to generate electricity and heat in buildings. Therefore, it is undisputed that the building sector needs to cut consumption. However, this reduction needs to be driven by data analysis from real building operations. Starting from this concept and with the aim of proving the benefits deriving from the installation of a monitoring system in a real operating environment, in this work a monitoring system has been installed to monitor the centralised heating and cooling system of a residential building composed of 57 residential units. The data acquired from the installed sensors are collected and subsequently analysed in an ad hoc tool to detect anomalies, performance decay, malfunctions, and failures of the machines, as well as to understand if the implemented management strategy is appropriate in terms of energy and cost savings. The results show the key role of the data acquired by the monitoring system and analysed by the developed tool in terms of ability to detect failures and malfunctions in both the heating and cooling modes, as well as to help both in finding the proper management strategy and in identifying the performance deviation precursors of machine failure.
引用
收藏
页数:16
相关论文
共 50 条
  • [31] Integrated real-time PCR for detection and monitoring of Legionella pneumophila in water systems
    Yaradou, Diaraf Farba
    Hallier-Soulier, Sylvie
    Moreau, Sophie
    Poty, Florence
    Hillion, Yves
    Reyrolle, Monique
    Andre, Janine
    Festoc, Gabriel
    Delabre, Karine
    Vandenesch, Francois
    Etienne, Jerome
    Jarraud, Sophie
    APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2007, 73 (05) : 1452 - 1456
  • [32] Efficient Management of Fast Charging Systems Based on a Real-Time Monitoring System
    Kim, Do-Hyun
    Kim, Min-Soo
    Prabakar, Kandasamy
    Kim, Hee-Je
    ELECTRONICS, 2022, 11 (04)
  • [33] Real-time object detection, tracking, and monitoring framework for security surveillance systems
    Abba, Sani
    Bizi, Ali Mohammed
    Lee, Jeong-A
    Bakouri, Souley
    Crespo, Maria Liz
    HELIYON, 2024, 10 (14)
  • [34] Real-Time Management and Control of Monitoring Elements In Dynamic Cloud Network Systems
    Tusa, Francesco
    Clayman, Stuart
    Galis, Alex
    2018 IEEE 7TH INTERNATIONAL CONFERENCE ON CLOUD NETWORKING (CLOUDNET), 2018,
  • [35] Real-Time and Sustainable Termite Management: Application of Intelligent Monitoring Systems in Reservoirs
    Wang, Ming
    Jiang, Peidong
    Wu, Fengyan
    Jiang, Lai
    Che, Tengteng
    APPLIED SCIENCES-BASEL, 2025, 15 (06):
  • [36] Analysis and Optimization of Soft Error Tolerance Strategies for Real-time Systems
    Zheng, Bowen
    Gao, Yue
    Zhu, Qi
    Gupta, Sandeep
    2015 INTERNATIONAL CONFERENCE ON HARDWARE/SOFTWARE CODESIGN AND SYSTEM SYNTHESIS (CODES+ISSS), 2015, : 55 - 64
  • [38] Peak temperature analysis and optimization for pipelined hard real-time systems
    Cheng, Long
    Huang, Kai
    Mi, Liang
    Chen, Gang
    Knoll, Alois
    Zhang, Xiaoqin
    INFORMATION SCIENCES, 2021, 575 : 666 - 697
  • [39] Optimal control of demand flexibility under real-time pricing for heating systems in buildings: A real-life demonstration
    Finck, Christian
    Li, Rongling
    Zeiler, Wim
    APPLIED ENERGY, 2020, 263
  • [40] Performability Modeling and Analysis for Real-Time Object Detection on UAV Systems
    Zhang, Qingyang
    Machida, Fumio
    Andrade, Ermeson
    2024 IEEE 48TH ANNUAL COMPUTERS, SOFTWARE, AND APPLICATIONS CONFERENCE, COMPSAC 2024, 2024, : 1398 - 1405