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Keywords: data-driven modeling
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Journal Articles
Publisher: ASME
Article Type: Research-Article
J. Dyn. Sys., Meas., Control. March 2025, 147(2): 021003.
Paper No: DS-24-1037
Published Online: August 29, 2024
... conditions. e-mail: dhuo@hawk.iit.edu 1 Corresponding author. e-mail: chall9@iit.edu 14 02 2024 26 06 2024 29 08 2024 proton exchange membrane fuel cell (PEMFC) data-driven modeling Koopman operator linear optimal control linear quadratic regulator physics...
Journal Articles
Publisher: ASME
Article Type: Research-Article
J. Dyn. Sys., Meas., Control. May 2023, 145(5): 051005.
Paper No: DS-22-1272
Published Online: April 13, 2023
... as (12) K g = g ∘ F As mentioned in Sec. 1 , Koopman operator theory has found wide applications to nonlinear dynamics and control design problems [ 36 ]. As for data-driven modeling, nonlinear dynamic models can be fitted from the time series of measurement data collected as discrete-time...
Journal Articles
Publisher: ASME
Article Type: Research-Article
J. Dyn. Sys., Meas., Control. February 2022, 144(2): 021008.
Paper No: DS-21-1146
Published Online: November 12, 2021
...-mail: Timothy.I.Salsbury@jci.com e-mail: house.john.m@gmail.com 30 04 2021 02 09 2021 12 11 2021 self-optimizing control data-driven modeling sparse identification nonlinear dynamical system controlled variable selection For industrial process control, self-optimizing control (SOC...
