Gaussian process regression feedforward controller for diesel engine airpath

V Aran, M Unel - International Journal of Automotive Technology, 2018 - Springer
Abstract Gaussian Process Regression (GPR) provides emerging modeling opportunities for
diesel engine control. Recent serial production hardwares increase online calculation …

Flexible and robust control of heavy duty diesel engine airpath using data driven disturbance observers and GPR models

V Aran - 2019 - research.sabanciuniv.edu
Diesel engine airpath control is crucial for modern engine development due to increasingly
stringent emission regulations. This thesis aims to develop and validate a exible and robust …

Machine learning modeling of a direct-injected dual-fuel engine based on low density experimental data

M Karpinski-Leydier - 2021 - open.library.ubc.ca
Automotive systems are constantly increasing in complexity, requiring advanced modeling
methods with large data sets to analyze these systems. This work proposes a machine …

[引用][C] Evaluation of Spark Plug Technologies in Spark Ignition Engines by Pareto Front Optimization