vorausschauende-regelung-von-fahrzeugsystemen-durch-stochastische-vorhersage-der-fahrzeugdynamik.pdf

Predictive control of vehicle systems often requires application of forecasting models. In this work a stochastic framework for generating forecasts of vehicle dynamics is proposed, to directly address uncertainty within the control algorithms. Building on this framework, the predictive control of v...

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Bibliographic Details
Language:ger
Published: KIT Scientific Publishing 2021
Description
Summary:Predictive control of vehicle systems often requires application of forecasting models. In this work a stochastic framework for generating forecasts of vehicle dynamics is proposed, to directly address uncertainty within the control algorithms. Building on this framework, the predictive control of vehicle systems with stochastic optimal control algorithms is investigated, implemented and evaluated for two exemplary vehicle systems.