model reduction Latest Research Papers

H2 model reduction for diffusively coupled second-order networks by convex-optimization

Automatica ◽

10.1016/j.automatica.2021.110118 ◽

2022 ◽

Vol 137 ◽

pp. 110118

Author(s):

Lanlin Yu ◽

Xiaodong Cheng ◽

Jacquelien M.A. Scherpen ◽

Junlin Xiong

Keyword(s):

Convex Optimization ◽

Model Reduction ◽

Second Order

Accuracy Enhancing Model Reduction Technique for Weighted and Limited Interval Systems with Error Bound

Journal of Control Automation and Electrical Systems ◽

10.1007/s40313-021-00885-9 ◽

2022 ◽

Author(s):

Sammana Batool ◽

Muhammad Imran ◽

Mian Ilyas Ahmad

Keyword(s):

Model Reduction ◽

Error Bound ◽

Reduction Technique ◽

Model Reduction Technique ◽

Interval Systems

Model reduction for discrete-time switched linear time-delayed systems with finite-frequency specifications

Transactions of the Institute of Measurement and Control ◽

10.1177/01423312211065572 ◽

2022 ◽

pp. 014233122110655

Author(s):

Liankun Sun ◽

Haiyao Ma ◽

Zhangang Wang

Keyword(s):

Model Reduction ◽

Discrete Time ◽

Performance Index ◽

Linear Time ◽

Sufficient Conditions ◽

Finite Frequency ◽

Delayed Systems ◽

Variable Parameters ◽

Numerical Examples ◽

Improve Approximation

The paper focusses on the model reduction of discrete-time switched linear systems with finite-frequency specifications. First, we propose a performance index that can estimate systematic performance over finite frequency. And then, we use GKYP (generalized Kalman–Yakubovich–Popov lemma) and introduce some relaxation matrices with variable parameters to analyse the problem in different situations. Based on the above conditions, sufficient conditions can be obtained for meeting the index of finite frequency. Finally, we illustrate two numerical examples. The results show that the proposed method can improve approximation performance.

Peridynamics for Data Estimation, Image Compression/Recovery, and Model Reduction

Journal of Peridynamics and Nonlocal Modeling ◽

10.1007/s42102-021-00072-z ◽

2022 ◽

Author(s):

Erdogan Madenci ◽

Atila Barut ◽

Evan Willmarth ◽

Nam Phan

Keyword(s):

Image Compression ◽

Model Reduction ◽

Data Estimation

Synergy of ($${\text{H}}_{2}$$, $${\text{H}}_{\infty }$$) norms for nonlinear optimal PEMFC dynamic MIMO model reduction using a novel EAO approach

International Journal of Systems Assurance Engineering and Management ◽

10.1007/s13198-021-01485-1 ◽

2022 ◽

Author(s):

Zohra Touati ◽

Slami Saadi ◽

Mecheri Kious ◽

Khaled Omer Mokhtar Touati

Keyword(s):

Model Reduction ◽

Mimo Model

Model Reduction of Hypersonic Aerodynamics with residual minimization techniques

10.2514/6.2022-1247 ◽

2022 ◽

Author(s):

David S. Ching ◽

Patrick J. Blonigan ◽

Francesco Rizzi ◽

Jeffrey A. Fike

Keyword(s):

Model Reduction ◽

Hypersonic Aerodynamics ◽

Residual Minimization

Multi-frequency model reduction for uncertainty quantification in computational vibroacoutics

Computational Mechanics ◽

10.1007/s00466-021-02109-y ◽

2022 ◽

Author(s):

J. Reyes ◽

C. Desceliers ◽

C. Soize ◽

L. Gagliardini

Keyword(s):

Uncertainty Quantification ◽

Model Reduction ◽

Frequency Model

Observations On the Use of Gap Metric in Model Reduction

10.2514/6.2022-1593 ◽

2022 ◽

Author(s):

Asmaa Eldesoukey ◽

Mahmoud A. Abdelgalil ◽

Haitham E. Taha

Keyword(s):

Model Reduction ◽

Gap Metric

Model Reduction Using Interpolated Systems of Equations

10.2514/6.2022-2323 ◽

2022 ◽

Author(s):

Krzysztof Fidkowski ◽

Rakesh Halder ◽

Kevin Maki

Keyword(s):

Model Reduction ◽

Systems Of Equations

Intelligent Control, Filtering and Model Reduction Analysis for Fuzzy-Model-Based Systems

10.1007/978-3-030-81214-0 ◽

2022 ◽

Author(s):

Xiaojie Su ◽

Yao Wen ◽

Yue Yang ◽

Peng Shi

Keyword(s):

Model Reduction ◽

Intelligent Control ◽

Fuzzy Model ◽

Model Based

model reduction
Recently Published Documents

TOTAL DOCUMENTS

H-INDEX

H2 model reduction for diffusively coupled second-order networks by convex-optimization

Accuracy Enhancing Model Reduction Technique for Weighted and Limited Interval Systems with Error Bound

Model reduction for discrete-time switched linear time-delayed systems with finite-frequency specifications

Peridynamics for Data Estimation, Image Compression/Recovery, and Model Reduction

Synergy of ($${\text{H}}_{2}$$, $${\text{H}}_{\infty }$$) norms for nonlinear optimal PEMFC dynamic MIMO model reduction using a novel EAO approach

Model Reduction of Hypersonic Aerodynamics with residual minimization techniques

Multi-frequency model reduction for uncertainty quantification in computational vibroacoutics

Observations On the Use of Gap Metric in Model Reduction

Model Reduction Using Interpolated Systems of Equations

Intelligent Control, Filtering and Model Reduction Analysis for Fuzzy-Model-Based Systems

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model reductionRecently Published Documents

TOTAL DOCUMENTS

H-INDEX

H2 model reduction for diffusively coupled second-order networks by convex-optimization

Accuracy Enhancing Model Reduction Technique for Weighted and Limited Interval Systems with Error Bound

Model reduction for discrete-time switched linear time-delayed systems with finite-frequency specifications

Peridynamics for Data Estimation, Image Compression/Recovery, and Model Reduction

Synergy of ($${\text{H}}_{2}$$, $${\text{H}}_{\infty }$$) norms for nonlinear optimal PEMFC dynamic MIMO model reduction using a novel EAO approach

Model Reduction of Hypersonic Aerodynamics with residual minimization techniques

Multi-frequency model reduction for uncertainty quantification in computational vibroacoutics

Observations On the Use of Gap Metric in Model Reduction

Model Reduction Using Interpolated Systems of Equations

Intelligent Control, Filtering and Model Reduction Analysis for Fuzzy-Model-Based Systems

model reduction
Recently Published Documents