Closed-loop identification using Laguerre orthogonal functions for a virtual diesel engine

Authors:
Pingkang Li;Guojun Shi
Affiliations:
School of Mechanical Engineering, Beijing Jiaotong University, 100044, Beijing, China.;Eontronix Co. Ltd., 100085, Beijing, China
Venue:
International Journal of Computer Applications in Technology
Year:
2011

Citing 4
Cited 0

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Generalized predictive control—Part II. Extensions and interpretations

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System identification with generalized orthonormal basis functions

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Identification of dynamic systems under closed-loop control

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Abstract

This paper provides a paradigm consisting of a closed-loop system identification algorithm in terms of Laguerre orthogonal functions to handle variable transport time delay system. The identification algorithm does not require any special excitation signal. Two-closed-loop transfer functions (time domain and frequency domain) from the set point signal to the control input and output are identified using Laguerre orthogonal functions. A plant model is then computed based on the two-closed-loop transfer functions. We perform the entire design and simulation on a virtual diesel engine developed by Cummins Engine Company.