A survey on diagnostics methods for automotive engines

Javad Mohammadpour; Matthew Franchek; Karolos Grigoriadis

doi:10.1109/acc.2011.5990643

A survey on diagnostics methods for automotive engines

Javad Mohammadpour, Matthew Franchek, Karolos Grigoriadis

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

22 Scopus citations

Abstract

Faults affecting the automotive engines can potentially lead to increased emissions, increased fuel consumption or engine damage. These negative impacts may be prevented, or at least alleviated, if faults can be detected and isolated in a timely manner. The US Federal and State regulations dictate that automotive engines operate with an On-Board Diagnosis (OBD) system to enable the detection of faults resulting in increased emissions. In this paper, we survey and discuss the different aspects of fault detection and diagnosis in automotive engine systems. The paper aims to describe some of the efforts made in the academia and industry on the fault detection and isolation for a variety of component faults, actuator faults, and sensor faults in automotive engines using various data-driven and model-based methods.

Original language	English (US)
Title of host publication	Proceedings of the 2011 American Control Conference, ACC 2011
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	985-990
Number of pages	6
ISBN (Print)	9781457700804
DOIs	https://doi.org/10.1109/acc.2011.5990643
State	Published - 2011

Publication series

Name	Proceedings of the American Control Conference
ISSN (Print)	0743-1619

ASJC Scopus subject areas

Electrical and Electronic Engineering

Access to Document

10.1109/acc.2011.5990643

Cite this

A survey on diagnostics methods for automotive engines. / Mohammadpour, Javad; Franchek, Matthew; Grigoriadis, Karolos.
Proceedings of the 2011 American Control Conference, ACC 2011. Institute of Electrical and Electronics Engineers Inc., 2011. p. 985-990 5990643 (Proceedings of the American Control Conference).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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AB - Faults affecting the automotive engines can potentially lead to increased emissions, increased fuel consumption or engine damage. These negative impacts may be prevented, or at least alleviated, if faults can be detected and isolated in a timely manner. The US Federal and State regulations dictate that automotive engines operate with an On-Board Diagnosis (OBD) system to enable the detection of faults resulting in increased emissions. In this paper, we survey and discuss the different aspects of fault detection and diagnosis in automotive engine systems. The paper aims to describe some of the efforts made in the academia and industry on the fault detection and isolation for a variety of component faults, actuator faults, and sensor faults in automotive engines using various data-driven and model-based methods.

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A survey on diagnostics methods for automotive engines

Abstract

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ASJC Scopus subject areas

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