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Fault detection for DC-DC converters using adaptive parameter identification

delete2022-07-01
delete7
PRE
AI
Q
Qingyu Su
Z
Ze Wang
J
Jing Xu
C
Chenglong Li
J
Jian Li *
DOI:10.1016/j.jfranklin.2022.05.036delete
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摘要

摘要

En 中文
As a clean and environmentally friendly renewable energy source, photovoltaic (PV) energy has attracted widespread attention. DC-DC converters are an essential component of all PV systems and it is vital for them to maintain normal function. Therefore, research on fault detection and identification in DC-DC converters is significant. This paper designs a new type of adaptive sliding mode observer, which realizes parameter estimation and fault detection of components by ensuring the consistent boundedness of parameter estimation errors. When the system fails, the parameter estimated value and actual value of the observer will generate a residual signal which can be analyzed and compared with the designed threshold value. If the threshold value is exceeded, the component will be diagnosed as malfunctioning. Finally, the effectiveness of the method is verified by a digital online simulation and hardware-in-the-loop simulation.(c) 2022 The Franklin Institute. Published by Elsevier Ltd. All rights reserved.
Keyword:
DIAGNOSIS

期刊

J
Journal of the Franklin Institute-Engineering and Applied Mathematics
IF:
3.7
论文数:
6.4K
被引数:
1.5W

机构

N
northeast electric power university
学者数:
5.8K
论文数: 3.3K
被引数: 1
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