Search Results for author: Umair Zulfiqar

Found 7 papers, 0 papers with code

Balanced Truncation of Linear Systems with Quadratic Outputs in Limited Time and Frequency Intervals

no code implementations18 Feb 2024 Qiu-Yan Song, Umair Zulfiqar, Zhi-Hua Xiao, Mohammad Monir Uddin, Victor Sreeram

To that end, limited interval system Gramians are defined, and the corresponding generalized Lyapunov equations governing their computation are derived.

Frequency-limited H$_2$ Model Order Reduction Based on Relative Error

no code implementations20 Dec 2022 Umair Zulfiqar, Xin Du, Qiuyan Song, Zhi-Hua Xiao, Victor Sreeram

Relative error, which represents the percentage error, becomes particularly relevant when reducing a plant model for the purpose of designing a reduced-order controller.

H2 Model Order Reduction: A Relative Error Setting

no code implementations20 Dec 2022 Umair Zulfiqar, Xin Dua, Qiuyan Song, Muwahida Liaquat, Victor Sreeram

In dynamical system theory, the process of obtaining a reduced-order approximation of the high-order model is called model order reduction.

Relative Error-based Time-limited H2 Model Order Reduction via Oblique Projection

no code implementations16 Dec 2022 Umair Zulfiqar, Xin Du, Qiuyan Song, Zhi-Hua Xiao, Victor Sreeram

Inspired by these conditions, an oblique projection algorithm is proposed that ensures small H2-norm relative error within the desired time interval.

On frequency- and time-limited H2-optimal model order reduction

no code implementations6 Feb 2021 Umair Zulfiqar, Victor Sreeram, Xin Du

Moreover, stationary point iteration algorithms that satisfy two out of three necessary conditions for the local minimizer are also proposed.

Frequency-weighted H2-optimal model order reduction via oblique projection

no code implementations17 Jan 2021 Umair Zulfiqar, Victor Sreeram, Mian Ilyas Ahmad, Xin Du

In this paper, a projection-based model order reduction algorithm is proposed that constructs reduced-order models that nearly satisfy the first-order optimality conditions for the frequency-weighted H2-optimal model order reduction problem.

Computational Efficiency

Adaptive Frequency-limited H2-Model Order Reduction

no code implementations26 Nov 2019 Umair Zulfiqar, Victor Sreeram, Xin Du

In this paper, we present an adaptive framework for constructing a pseudo-optimal reduced model for the frequency-limited H2-optimal model order reduction problem.

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