structure-preserving model reduction;
generalized Hamiltonian systems;
balanced truncation;
strong confinement;
invariant manifolds;
Hankel norm approximation;
ORDER REDUCTION;
MODEL-REDUCTION;
D O I:
10.1137/080732717
中图分类号:
O1 [数学];
学科分类号:
0701 ;
070101 ;
摘要:
We present a formal procedure for structure-preserving model reduction of linear second-order and Hamiltonian control problems that appear in a variety of physical contexts, e. g., vibromechanical systems or electrical circuit design. Typical balanced truncation methods that project onto the subspace of the largest Hankel singular values fail to preserve the problem's physical structure and may suffer from lack of stability. In this paper, we adopt the framework of generalized Hamiltonian systems that covers the class of relevant problems and that allows for a generalization of balanced truncation to second-order problems. It turns out that the Hamiltonian structure, stability, and passivity are preserved if the truncation is done by imposing a holonomic constraint on the system rather than standard Galerkin projection.
机构:
Chongqing Technol & Business Univ, Coll Math & Stat, Chongqing, Peoples R ChinaChongqing Technol & Business Univ, Coll Math & Stat, Chongqing, Peoples R China
Deng, Yiyang
Li, Fengying
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机构:
Southwestern Univ Finance & Econ, Sch Econ & Math, Chengdu 611130, Sichuan, Peoples R ChinaChongqing Technol & Business Univ, Coll Math & Stat, Chongqing, Peoples R China
Li, Fengying
Li, Bingyu
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机构:
Chengdu Univ Technol, Coll Informat Sci & Technol, Chengdu, Sichuan, Peoples R ChinaChongqing Technol & Business Univ, Coll Math & Stat, Chongqing, Peoples R China
Li, Bingyu
Lv, Ying
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机构:
Southwest Univ, Dept Math & Stat, Chongqing, Peoples R ChinaChongqing Technol & Business Univ, Coll Math & Stat, Chongqing, Peoples R China
机构:
Univ Reggio Calabria, Fac Ingn, Dipartimento Informat Matemat Elettron & Trasport, I-89100 Reggio Di Calabria, ItalyUniv Reggio Calabria, Fac Ingn, Dipartimento Informat Matemat Elettron & Trasport, I-89100 Reggio Di Calabria, Italy
Bonanno, Gabriele
Livrea, Roberto
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机构:
Univ Reggio Calabria, Fac Architettura, Dipartimento Patrimonio Architetton & Urbanist, I-89100 Reggio Di Calabria, ItalyUniv Reggio Calabria, Fac Ingn, Dipartimento Informat Matemat Elettron & Trasport, I-89100 Reggio Di Calabria, Italy
机构:
Cent S Univ, Sch Math Sci & Comp Technol, Changsha 410083, Hunan, Peoples R ChinaCent S Univ, Sch Math Sci & Comp Technol, Changsha 410083, Hunan, Peoples R China
Tang, X. H.
Lin, Xiaoyan
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机构:
Cent S Univ, Sch Math Sci & Comp Technol, Changsha 410083, Hunan, Peoples R China
Huaihua Coll, Dept Math, Huaihua 418008, Hunan, Peoples R ChinaCent S Univ, Sch Math Sci & Comp Technol, Changsha 410083, Hunan, Peoples R China
机构:
Nanjing Univ Chinese Med, Coll Informat Technol, Nanjing 210023, Peoples R ChinaNanjing Univ Chinese Med, Coll Informat Technol, Nanjing 210023, Peoples R China