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Mode Identification for Hybrid Model of SI Engine to Detect Misfire Fault

Authors
  • Muhammad Amin Akram

    Mohammad Ali Jinnah University,Islamabad, Pakistan

  • Muddassar Abbas Rizvi

    Mohammad Ali Jinnah University,Islamabad, Pakistan

  • Aamer Iqbal Bhatti

    Mohammad Ali Jinnah University,Islamabad, Pakistan

  • Nadhir Messai

    Centre de Recherche en STIC, Université de Reims Champagne Ardenne

Abstract
Identification of operating mode is a key step in the fault diagnosis of the hybrid systems. The novelty of this paper is the definition of a hybrid observer where discrete event is identified and then continuous model of a sub-system is selected for the design of observer using sliding mode technique. The observer output is finally used for mode identification and fault diagnosis. The proposed method is applied on Spark Ignition (SI) engine for misfire fault detection. The first order sliding mode observer is used to accomplish the task. The mode identification scheme is validated on data generated through hybrid model simulations as well as for data obtained from a 1.3L production vehicle.
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Published
2014-09-29
Section
Articles