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Model Order Reduction for Control and Stability Analysis of Complex Dynamical Systems in a DC Microgrid

aut.relation.conference2024 IEEE Power & Energy Society General Meeting (PESGM)
aut.relation.endpage5
aut.relation.startpage1
dc.contributor.authorPeykarporsan, Rasool
dc.contributor.authorLie, Tek Tjing
dc.contributor.authorStommel, Martin
dc.contributor.authorWatson, Jeremy
dc.date.accessioned2025-05-11T21:26:35Z
dc.date.available2025-05-11T21:26:35Z
dc.date.issued2024-07-21
dc.description.abstractThis paper introduces an approach to manage high order complex systems by employing reduced-order models, thereby minimizing computational demands and hardware pre-requisites. The technique is implemented on a nonlinear sample system comprising six states, and various model order reduction (MOR) methods are scrutinized. Subsequently, linear quadratic regulators (LQRs) are designed using the reduced-order models to govern the system. These controllers are then assessed on the original system via MATLAB simulations. The findings demonstrate the effectiveness of MOR techniques in ensuring satisfactory performance, along with the feasibility of implementing the LQR controller, designed using the reduced order model, on the original system without requiring modifications.
dc.identifier.citationR. Peykarporsan, T. T. Lie, M. Stommel and J. Watson, "Model Order Reduction for Control and Stability Analysis of Complex Dynamical Systems in a DC Microgrid," 2024 IEEE Power & Energy Society General Meeting (PESGM), Seattle, WA, USA, 2024, pp. 1-5, doi: 10.1109/PESGM51994.2024.10689165.
dc.identifier.doi10.1109/pesgm51994.2024.10689165
dc.identifier.urihttp://hdl.handle.net/10292/19169
dc.publisherIEEE
dc.relation.urihttps://ieeexplore.ieee.org/document/10689165/
dc.rightsAuthors may post their version of an article as accepted for publication in an IEEE periodical or conference proceedings. Posting of the final PDF, as published by IEEE Xplore®, continues to be prohibited.
dc.rights.accessrightsOpenAccess
dc.titleModel Order Reduction for Control and Stability Analysis of Complex Dynamical Systems in a DC Microgrid
dc.typeConference Contribution
pubs.elements-id571218

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