Intelligent Monitoring Platform and Application for Building Energy Using Information Based on Digital Twin

被引:15
作者
Li, Cui [1 ]
Lu, Ping [1 ]
Zhu, Weiran [2 ]
Zhu, Han [1 ]
Zhang, Xinmin [1 ]
机构
[1] Tongji Univ, Sch Aerosp Engn & Appl Mech, Shanghai 200092, Peoples R China
[2] Shanghai Foreign Econ & Trade Engn Corp Ltd, Shanghai 200070, Peoples R China
关键词
building energy using; digital twin; intelligent; virtual model; control system;
D O I
10.3390/en16196839
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
With the development and popularization of the Internet of Things, big data, cloud computing, and other technologies, Digital twin technology (DTT) is increasingly applied to building operation and maintenance (O&M). However, most of the research focuses on building energy consumption, safety, and other management, and relatively little research on the monitoring of building terminal energy using information. The information is closely related to occupants' behavior, such as air conditioning, lighting, shading, window status information, as well as personnel number and location, and it has a great impact on building energy consumption. Due to different occupants' behaviors, the level of building energy consumption varies several times or even more. Take an office building as an example. Based on digital twin technology, the framework of building energy using intelligent monitoring is constructed. It mainly includes four parts, namely building physical space, virtual twin space, predictive control simulation engine, and twin big data. For each part, functions are realized through building Information Modelling (BIM), smart sensors, and Internet of Things (IoT) technologies. Based on the standard framework and every function realization method, the DTT can used for building O&M effectually. The application of building an intelligent control system based on the occupants' characteristics is simulated and analyzed in Designbuilder software 6.1.2. The results show that the digital technology application in building intelligent control systems can realize maximum energy saving for 30%. However, the DTT in building O&M is not widely used now. There is a lot of research to be completed in the future.
引用
收藏
页数:13
相关论文
共 16 条
[1]   Development of the simulation model for Digital Twin applications in historical masonry buildings: The integration between numerical and experimental reality [J].
Angjeliu, Grigor ;
Coronelli, Dario ;
Cardani, Giuliana .
COMPUTERS & STRUCTURES, 2020, 238
[2]   Towards a semantic Construction Digital Twin: Directions for future research [J].
Boje, Calin ;
Guerriero, Annie ;
Kubicki, Sylvain ;
Rezgui, Yacine .
AUTOMATION IN CONSTRUCTION, 2020, 114
[3]  
Ding Kai, 2019, Computer Integrated Manufacturing Systems, V25, P1491, DOI 10.13196/j.cims.2019.06.017
[4]   Smart Cities with Digital Twin Systems for Disaster Management [J].
Ford, David N. ;
Wolf, Charles M. .
JOURNAL OF MANAGEMENT IN ENGINEERING, 2020, 36 (04)
[5]  
He B., 2019, Archit. Techniqu, V9, P46
[6]   Digital building twins and blockchain for performance-based (smart) contracts [J].
Hunhevicz, Jens J. ;
Motie, Mahshid ;
Hall, Daniel M. .
AUTOMATION IN CONSTRUCTION, 2022, 133
[7]  
[刘大同 Liu Datong], 2018, [仪器仪表学报, Chinese Journal of Scientific Instrument], V39, P1
[8]  
Liu X., 2019, J. Northwestern Polytech. Univ, V37, P114
[9]   Coupled simulation of thermally active building systems to support a digital twin [J].
Lydon, G. P. ;
Caranovic, S. ;
Hischier, I. ;
Schlueter, A. .
ENERGY AND BUILDINGS, 2019, 202
[10]  
Tao Fei, 2018, Computer Integrated Manufacturing Systems, V24, P1, DOI 10.13196/j.cims.2018.01.001