Title :
Optimization of driving based on currently measured data
Author :
Nagy, Istvan ; Suzdaleva, Evgenia ; Mlynarova, Tereza
Author_Institution :
Fac. of Transp. Sci., Czech Tech. Univ., Prague, Czech Republic
Abstract :
The paper deals with fuel consumption optimization under condition of keeping the recommended speed. The presented approach is based on data currently measured on a driven vehicle and on external observations. Using adaptive optimal control algorithms under Bayesian methodology, a compromise between fuel consumption minimization and keeping the recommended sceed is reached. Research is performed in collaboration with Skoda Auto (www.skoda-auto.com).
Keywords :
Bayes methods; adaptive control; fuel economy; optimal control; road vehicles; Bayesian methodology; Skoda Auto; adaptive optimal control algorithms; currently measured data; driven vehicle; driving optimization; fuel consumption minimization; fuel consumption optimization; recommended sceed; Fuels; Gears; Minimization; Optimization; Pressing; Roads; Vehicles;
Conference_Titel :
Intelligent Transportation Systems - (ITSC), 2013 16th International IEEE Conference on
Conference_Location :
The Hague
DOI :
10.1109/ITSC.2013.6728537