Principal component analysis in linear systems: Controllability, observability, and model reduction

Keywords

Controllability, Observability, Linear subspace, Singular value decomposition, Unobservable

References

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• Algorithm 432 [C2]: Solution of the matrix equation AX + XB = C [F4]Richard H. Bartels, G. W. Stewart — 1972
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• Principal component analysis in nonlinear systems: Preliminary resultsB. Moore — 1979
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• Elements of Continuous Multivariate Analysis.Douglas M. Hawkins, A. P. Dempster — 1970

Cited by

• Stick-Slip Prevention of Drill Strings Using Nonlinear Model Reduction and Nonlinear Model Predictive ControlMorten Krøtøy Johannessen, Torgeir Myrvold — 2010
• RECENT ADVANCES IN THE CONTROL OF LARGE FLEXIBLE SPACECRAFTMichael E. G. Lyons — 1983
• Suboptimal Control for Higher Order Systems via Reduced Models Using Periodic Output FeedbackHerbert Werner, B. Bandyopadhyay — 1997
• Applications of model order reduction for IC modelingMV Maria Ugryumova — 2011
• Model order reduction for coupled systems using low-rank approximationsA Agnieszka Lutowska — 2012
• Dynamic-Data Driven Real-Time Identification for Electric Power SystemsShanshan Liu — 2009
• Simplifying multidimensional fermentation dataset analysis and visualization: One step closer to capturing high-quality mutant strainsFredy Massad, Alicia Guerrero Yeste — 2017
• Analysis & design of control for distributed embedded systems under communication constraints. (Analyse et conception de la commande des systèmes embarqués distribués sous des contraintes de communication)Prateep Roy — 2009
• APPROXIMATION AND COMPENSATOR ORDER DETERMINATION IN OPTIMAL CONTROL OF FLEXIBLE STRUCTURESJ. S. Gibson, D. L. Mingori — 1985
• Consistent aeroelastic linearisation and reduced-order modelling in the dynamics of manoeuvring flexible aircraftHenrik Hesse — 2013
• A Transfer Function Synthesis for Model Approximation with Resonance Peak ValueJong-Gun Kim, Ju‐Sik Kim, Hong-Kyu Kim — 2008
• Dynamics and Control of Flexible Aerospace StructuresS. M. Seltzer, J. R. Mitchell — 1992
• Design of an experimental setup for measurements of the aerodynamic properties of bridge decksLars Halvor Kaasa — 2012
• Compact Multi-domain Models for Control of Fuel Cell SystemsAnna G. Stefanopoulou, Loucas S. Louca — 2005
• Analysis and control of transitional shear flows using global modesShervin Bagheri — 2010
• Model-order reduction of coupled DAE systems via ε-embedding technique and Krylov subspace methodYao‐Lin Jiang, Chun‐Yue Chen, Hai‐Bao Chen — 2012
• System Level Black-Box Models for DC-DC ConvertersLuis Arnedo — 2008
• Spatial Control of a Large PHWR via Reduced ModelD. B. Talange, B. Bandyopadhyay, Akhilanand Pati Tiwari — 2002
• Reduced-order modeling of power electronics components and systemsAli Davoudi — 2010
• Experimental Verification of Acceleration Feedback Control Strategies for an Active Tendon SystemShirley J. Dyke, Billie F. Spencer, P. Quast — 1994

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