Ambient Data-driven Oscillation Modes Extraction Using Output-only Observer/Kalman Filter Identification and Dynamic Mode Decomposition

2021 ◽  
Author(s):  
Shuyu Zhou ◽  
Guowei Cai ◽  
Deyou Yang ◽  
Lixin Wang
Keyword(s):  
Kalman Filter ◽  
Dynamic Mode Decomposition ◽  
Data Driven ◽  
Dynamic Mode ◽  
Mode Decomposition ◽  
Oscillation Modes ◽  
Ambient Data ◽  
Output Only

scholarly journals A Data–Driven Approximation of the Koopman Operator: Extending Dynamic Mode Decomposition

2015 ◽  
Vol 25 (6) ◽  
pp. 1307-1346 ◽  
Author(s):  
Matthew O. Williams ◽  
Ioannis G. Kevrekidis ◽  
Clarence W. Rowley
Keyword(s):  
Dynamic Mode Decomposition ◽  
Data Driven ◽  
Dynamic Mode ◽  
Koopman Operator ◽  
Mode Decomposition

scholarly journals Dynamic mode decomposition using a Kalman filter for parameter estimation

AIP Advances ◽  
2018 ◽  
Vol 8 (10) ◽  
pp. 105106 ◽  
Author(s):  
Taku Nonomura ◽  
Hisaichi Shibata ◽  
Ryoji Takaki
Keyword(s):  
Parameter Estimation ◽  
Kalman Filter ◽  
Dynamic Mode Decomposition ◽  
Dynamic Mode ◽  
Mode Decomposition

scholarly journals Time-resolved denoising using model order reduction, dynamic mode decomposition, and kalman filter and smoother

2020 ◽  
Vol 7 (2) ◽  
pp. 469-487
Author(s):  
Mojtaba F. Fathi ◽  
◽  
Ahmadreza Baghaie ◽  
Ali Bakhshinejad ◽  
Raphael H. Sacho ◽  
...  
Keyword(s):  
Kalman Filter ◽  
Model Order Reduction ◽  
Order Reduction ◽  
Dynamic Mode Decomposition ◽  
Dynamic Mode ◽  
Model Order ◽  
Time Resolved ◽  
Mode Decomposition
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