Feedforward mapping for engine control

Aran, Volkan and Ünel, Mustafa (2016) Feedforward mapping for engine control. In: 42nd Annual Conference of the IEEE Industrial Electronics Society (IECON), Florence, Italy

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Official URL: http://dx.doi.org/10.1109/IECON.2016.7793288


Feedforward control is widely used in electronic control units of internal combustion engines besides feedback controls. However, almost all feedforward control values are used in table form, also called maps, having engine speed and engine torque in their axes. Table approach limits all inte ractions in two input dimensions. This paper focuses on application of Gaussian process modelling of errors of inverse parametric model of the valve position. Validation results based on real engine data are presented for steady and dynamic conditions.

Item Type:Papers in Conference Proceedings
Uncontrolled Keywords:Gaussian process regression; diesel engine air path; open loop control; engine mapping; EGR
Subjects:T Technology > TJ Mechanical engineering and machinery > TJ163.12 Mechatronics
T Technology > T Technology (General) > T174.7 Nanotechnology
ID Code:30307
Deposited By:Mustafa Ünel
Deposited On:13 Nov 2016 14:43
Last Modified:02 Jun 2017 12:00

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