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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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
Divisions: Faculty of Engineering and Natural Sciences > Academic programs > Mechatronics
Faculty of Engineering and Natural Sciences
Depositing User: Mustafa Ünel
Date Deposited: 13 Nov 2016 14:43
Last Modified: 26 Apr 2022 09:24
URI: https://research.sabanciuniv.edu/id/eprint/30307

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