Vorausschauende Regelung von Fahrzeugsystemen durch stochastische Vorhersage der Fahrzeugdynamik

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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Detalles Bibliográficos
Otros Autores: Fünfgeld, Sebastian (auth)
Formato: Libro electrónico
Idioma:Alemán
Publicado: Karlsruhe KIT Scientific Publishing 2021
Colección:Karlsruher Schriftenreihe Fahrzeugsystemtechnik
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009654088406719
Descripción
Sumario: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.
Descripción Física:1 electronic resource (236 p.)