publication . Article . Other literature type . 2016

Modified Volterra model-based non-linear model predictive control of IC engines with real-time simulations

Yiran Shi; Ding-Li Yu; Yantao Tian; Yaowu Shi;
Open Access English
  • Published: 22 Jul 2016
  • Publisher: Sage
  • Country: United Kingdom
Modelling of non-linear dynamics of an air manifold and fuel injection in an internal combustion (IC) engine is investigated in this paper using the Volterra series model. Volterra model-based non-linear model predictive control (NMPC) is then developed to regulate the air–fuel ratio (AFR) at the stoichiometric value. Due to the significant difference between the time constants of the air manifold dynamics and fuel injection dynamics, the traditional Volterra model is unable to achieve a proper compromise between model accuracy and complexity. A novel method is therefore developed in this paper by using different sampling periods, to reduce the input terms signi...
free text keywords: TA, TL, Control engineering, DSPACE, Combustion, Fuel injection, Time constant, Sampling (statistics), Volterra series, Control theory, Mathematics, Manifold, Model predictive control
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