Title :
Extension and experimental validation of fuel efficient predictive adaptive cruise control
Author :
Schmied, Roman ; Waschl, Harald ; del Re, Luigi
Author_Institution :
Inst. for Design & Control of Mechatronical Syst., Johannes Kepler Univ. Linz, Linz, Austria
Abstract :
Advanced driver assistant systems (ADAS) like adaptive cruise control (ACC) are primarily developed to increase safety and driving comfort and nowadays applied to upper class production vehicles. Additional benefits like improvement of fuel economy is a widespread field in research. In this paper a fuel efficient predictive adaptive cruise control (PACC) approach is performed experimentally with a test vehicle. To this end, a model to predict the predecessor´s prospective velocity is introduced which allows anticipatory driving. An online model predictive controller (MPC) calculates the desired acceleration of the following vehicle such that fuel consumption is minimized while keeping constraints to the inter-vehicle distance as well as minimum and maximum vehicle speed and acceleration. Experimental results on a road and in HIL tests show a significant benefit in fuel economy as well as in reduction of NOx and particulate matter emissions of the controlled vehicle compared to its predecessor.
Keywords :
adaptive control; fuel economy; predictive control; road safety; road traffic control; velocity control; ACC; ADAS; HIL tests; MPC; PACC approach; advanced driver assistant systems; controlled vehicle; driving comfort; fuel consumption; fuel economy; fuel efficient predictive adaptive cruise control; inter-vehicle distance; online model predictive controller; particulate matter emissions; predecessor prospective velocity prediction; safety; test vehicle; upper class production vehicles; Acceleration; Cruise control; Engines; Fuels; Predictive models; Roads; Vehicles;
Conference_Titel :
American Control Conference (ACC), 2015
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4799-8685-9
DOI :
10.1109/ACC.2015.7172078