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Data-Driven Modeling and UFIR-Based Outlet...
Journal article

Data-Driven Modeling and UFIR-Based Outlet NO$_{x}$ Estimation for Diesel-Engine SCR Systems

Abstract

An accurate and efficient model for selective catalytic reduction (SCR) systems plays an important role in diagnosis and control of diesel-engine after-treatment systems. In this paper, we investigate the data-driven modeling of SCR systems and outlet NO$_{x}$ concentration estimation based on the developed data-driven model and the algorithm of unbiased finite impulse response (UFIR) filtering. The structure used for the data-driven model is …

Authors

Jiang K; Yan F; Zhang H

Journal

IEEE Transactions on Industrial Electronics, Vol. 67, No. 6, pp. 5012–5021

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

DOI

10.1109/tie.2019.2924880

ISSN

0278-0046