Extended Differential Balancing for Nonlinear Dynamical Systems
被引:3
|
作者:
Sarkar, Arijit
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机构:
Univ Groningen, Fac Sci & Engn, Jan C Willems Ctr Syst & Control, Engn & Technol Inst Groningen, NL-9747 AG Groningen, NetherlandsUniv Groningen, Fac Sci & Engn, Jan C Willems Ctr Syst & Control, Engn & Technol Inst Groningen, NL-9747 AG Groningen, Netherlands
Sarkar, Arijit
[1
]
Scherpen, Jacquelien M. A.
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机构:
Univ Groningen, Fac Sci & Engn, Jan C Willems Ctr Syst & Control, Engn & Technol Inst Groningen, NL-9747 AG Groningen, NetherlandsUniv Groningen, Fac Sci & Engn, Jan C Willems Ctr Syst & Control, Engn & Technol Inst Groningen, NL-9747 AG Groningen, Netherlands
Scherpen, Jacquelien M. A.
[1
]
机构:
[1] Univ Groningen, Fac Sci & Engn, Jan C Willems Ctr Syst & Control, Engn & Technol Inst Groningen, NL-9747 AG Groningen, Netherlands
来源:
IEEE CONTROL SYSTEMS LETTERS
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2022年
/
6卷
基金:
荷兰研究理事会;
关键词:
Observability;
Controllability;
Reduced order systems;
Nonlinear dynamical systems;
Computational modeling;
Time-varying systems;
Symmetric matrices;
Balancing;
contraction;
LMIs;
model reduction;
nonlinear systems;
MODEL ORDER REDUCTION;
CONTROLLABILITY;
OBSERVABILITY;
REALIZATION;
TRUNCATION;
D O I:
10.1109/LCSYS.2022.3183528
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
In this letter, we construct extended balancing theory for nonlinear systems in the contraction framework. At first, we introduce the concept of the extended differential observability Gramian and inverse of the extended differential controllability Gramian for nonlinear dynamical systems and show their correspondence with generalized differential Gramians. We also provide how extended differential balancing can be utilized for model reduction to get a smaller apriori error bound in comparison with generalized differential balancing. We illustrate the results with an example of a mass-spring-damper system considering friction.
机构:
Argonne Natl Lab, Div Energy Syst, 9700 S Cass Ave, Argonne, IL 60439 USAArgonne Natl Lab, Div Energy Syst, 9700 S Cass Ave, Argonne, IL 60439 USA
Qi, Junjian
Wang, Jianhui
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机构:
Argonne Natl Lab, Div Energy Syst, 9700 S Cass Ave, Argonne, IL 60439 USAArgonne Natl Lab, Div Energy Syst, 9700 S Cass Ave, Argonne, IL 60439 USA
Wang, Jianhui
Liu, Hui
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机构:
Argonne Natl Lab, Div Energy Syst, 9700 S Cass Ave, Argonne, IL 60439 USA
Guangxi Univ, Dept Elect Engn, Nanning 530004, Peoples R ChinaArgonne Natl Lab, Div Energy Syst, 9700 S Cass Ave, Argonne, IL 60439 USA
Liu, Hui
Dimitrovski, Aleksandar D.
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机构:
Oak Ridge Natl Lab, Energy & Transportat Sci Div, Oak Ridge, TN 37831 USAArgonne Natl Lab, Div Energy Syst, 9700 S Cass Ave, Argonne, IL 60439 USA