DocumentCode
253382
Title
Model-based sensitivity analysis of the look-ahead cruise control
Author
Nemeth, Balazs ; Gaspar, Peter
Author_Institution
Syst. & Control Lab., Inst. for Comput. Sci. & Control, Budapest, Hungary
fYear
2014
fDate
19-21 Nov. 2014
Firstpage
103
Lastpage
108
Abstract
The paper focuses on the analysis of the look-ahead cruise control strategy. The control system designs a reference speed profile for road vehicles considering the road inclinations, speed limits and traveling time. The design of the speed profile leads to a quadratic optimization problem, which depends on several parameters. The most important parameters are the mass of the vehicle, the initial conditions, the number of sampling points along the prediction horizon, the road length between the sampling points and the weighting between the performances. In the paper the effects of parameter variations on the optimal speed profile are analyzed through various simulation scenarios.
Keywords
quadratic programming; road vehicles; sensitivity analysis; velocity control; initial conditions; look-ahead cruise control; model-based sensitivity analysis; parameter variation effect; prediction horizon; quadratic optimization problem; reference speed profile; road inclinations; road length; road vehicles; sampling points; speed limits; traveling time; vehicle mass; Analytical models; Control systems; Force; Mathematical model; Optimization; Roads; Vehicles;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Informatics (CINTI), 2014 IEEE 15th International Symposium on
Conference_Location
Budapest
Type
conf
DOI
10.1109/CINTI.2014.7028657
Filename
7028657
Link To Document