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Document type:
Konferenzbeitrag
Contribution type:
Textbeitrag / Aufsatz
Author(s):
Deflorian, M.; Klöpper, F.; Rückert, J.
Title:
Online dynamic black box modelling and adaptive experiment design in combustion engine calibration
Abstract:
Online system identification with adaptive design of experiment is state of the art in static black box modelling in combustion engine calibration tasks. The online modelling is fast and leads to highly accurate results. Methodically, there is little room left for further optimization of the modelling process. The remaining bottleneck is the time consuming steady state measurement. In this contribution we present online black box modelling for dynamic models and model committees. The use of dyna...     »
Keywords:
xperiment design; D-optimal design; Query by Committee; online system identification; nonlinear dynamic models; neural network; model committee; combustion engine
Book / Congress title:
6th IFAC Symposium Advances in Automotive Control
Congress city:
München
Year:
2010
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