Data-Driven Approximation of Transfer Operators: Naturally Structured Dynamic Mode Decomposition

2018 Annual American Control Conference (ACC) ◽

10.23919/acc.2018.8431409 ◽

2018 ◽

Author(s):

Bowen Huang ◽

Umesh Vaidya

Keyword(s):

Dynamic Mode Decomposition ◽

Data Driven ◽

Dynamic Mode ◽

Transfer Operators ◽

Mode Decomposition

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Data-Driven Voltage Analysis of an Electric Power Grid via Delay Embedding and Extended Dynamic Mode Decomposition

Lecture Notes in Control and Information Sciences - The Koopman Operator in Systems and Control ◽

10.1007/978-3-030-35713-9_19 ◽

2020 ◽

pp. 507-522

Author(s):

Yoshihiko Susuki ◽

Kyoichi Sako

Keyword(s):

Electric Power ◽

Dynamic Mode Decomposition ◽

Data Driven ◽

Dynamic Mode ◽

Electric Power Grid ◽

Mode Decomposition ◽

Extended Dynamic

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Data-Driven Current Control of the PMSM with Dynamic Mode Decomposition and the Linear Quadratic Integrator

2020 IEEE Applied Power Electronics Conference and Exposition (APEC) ◽

10.1109/apec39645.2020.9124408 ◽

2020 ◽

Author(s):

Adam Stevens ◽

Sodiq Agoro ◽

Iqbal Husain

Keyword(s):

Current Control ◽

Dynamic Mode Decomposition ◽

Data Driven ◽

Dynamic Mode ◽

Linear Quadratic ◽

Mode Decomposition

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A data-driven technique for harmonics monitoring in emerging power grids using noise-aware dynamic mode decomposition

Measurement Science and Technology ◽

10.1088/1361-6501/ab33ea ◽

2019 ◽

Vol 31 (1) ◽

pp. 015016

Author(s):

Neethu Mohan ◽

K P Soman

Keyword(s):

Power Grids ◽

Dynamic Mode Decomposition ◽

Data Driven ◽

Dynamic Mode ◽

Mode Decomposition

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Extended dynamic mode decomposition with dictionary learning: A data-driven adaptive spectral decomposition of the Koopman operator

Chaos An Interdisciplinary Journal of Nonlinear Science ◽

10.1063/1.4993854 ◽

2017 ◽

Vol 27 (10) ◽

pp. 103111 ◽

Author(s):

Qianxiao Li ◽

Felix Dietrich ◽

Erik M. Bollt ◽

Ioannis G. Kevrekidis

Keyword(s):

Dictionary Learning ◽

Spectral Decomposition ◽

Dynamic Mode Decomposition ◽

Data Driven ◽

Dynamic Mode ◽

Koopman Operator ◽

Mode Decomposition ◽

Extended Dynamic

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

Journal of Nonlinear Science ◽

10.1007/s00332-015-9258-5 ◽

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

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Data‐driven identification of the spatiotemporal structure of turbulent flows by streaming dynamic mode decomposition

GAMM-Mitteilungen ◽

10.1002/gamm.202200003 ◽

2022 ◽

Author(s):

Rui Yang ◽

Xuan Zhang ◽

Philipp Reiter ◽

Detlef Lohse ◽

Olga Shishkina ◽

...

Keyword(s):

Turbulent Flows ◽

Dynamic Mode Decomposition ◽

Data Driven ◽

Dynamic Mode ◽

Spatiotemporal Structure ◽

Mode Decomposition

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A data-driven strategy for short-term electric load forecasting using dynamic mode decomposition model

Applied Energy ◽

10.1016/j.apenergy.2018.09.190 ◽

2018 ◽

Vol 232 ◽

pp. 229-244 ◽

Author(s):

Neethu Mohan ◽

K.P. Soman ◽

S. Sachin Kumar

Keyword(s):

Load Forecasting ◽

Dynamic Mode Decomposition ◽

Data Driven ◽

Dynamic Mode ◽

Electric Load ◽

Decomposition Model ◽

Mode Decomposition ◽

Electric Load Forecasting

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

10.1109/cieec50170.2021.9510519 ◽

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 ◽

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Novel data-driven, equation-free method captures spatio-temporal patterns of neurodegeneration in Parkinson's disease: Application of dynamic mode decomposition to PET

NeuroImage Clinical ◽

10.1016/j.nicl.2019.102150 ◽

2020 ◽

Vol 25 ◽

pp. 102150

Author(s):

Jessie Fanglu Fu ◽

Ivan S. Klyuzhin ◽

Martin J. McKeown ◽

A. Jon Stoessl ◽

Vesna Sossi

Keyword(s):

Parkinson’S Disease ◽

Parkinson's Disease ◽

Temporal Patterns ◽

Dynamic Mode Decomposition ◽

Data Driven ◽

Dynamic Mode ◽

Mode Decomposition ◽

Spatio Temporal

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Data-Driven Acceleration of Thermal Radiation Transfer Calculations with the Dynamic Mode Decomposition and a Sequential Singular Value Decomposition

Journal of Computational Physics ◽

10.1016/j.jcp.2021.110756 ◽

2021 ◽

pp. 110756

Author(s):

Ryan G. McClarren ◽

Terry S. Haut

Keyword(s):

Singular Value Decomposition ◽

Thermal Radiation ◽

Radiation Transfer ◽

Singular Value ◽

Dynamic Mode Decomposition ◽

Data Driven ◽

Dynamic Mode ◽

Mode Decomposition ◽

Value Decomposition

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