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Application of Digital Twin Technology in Energy and Power Industry

Authors :
Xueqing Liang
Liu Chao
Du Shuming
Zhao Xiaofan
Source :
Journal of Physics: Conference Series. 2108:012040
Publication Year :
2021
Publisher :
IOP Publishing, 2021.

Abstract

Constructing digital twin of physical entity and analyzing twin data, and transfer learning method can be used to transfer the characteristics of twin to physical entity for analysis. This paper mainly studies the application of digital twinning technology in the energy and power industry. Aiming at the energy saving and control problem of building energy demand terminal, the fuzzy adaptive PID control algorithm is used to simulate the indoor HVAC system and lighting system, so as to solve the indoor temperature and illumination intensity are greatly affected by the weather, time-varying and unpredictable factors. By comparing with the conventional PID, we can see that the fuzzy adaptive PID controller adjusts faster, the output duty ratio is more accurate, and can achieve better control effect.

Details

ISSN :
17426596 and 17426588
Volume :
2108
Database :
OpenAIRE
Journal :
Journal of Physics: Conference Series
Accession number :
edsair.doi...........c75de7cbda0162a69b79877ab90ddbd1
Full Text :
https://doi.org/10.1088/1742-6596/2108/1/012040