Title
Deadzone-Quadratic Penalty Function for Predictive Extended Cruise Control with Experimental Validation.
Abstract
Battery Electric Vehicles have high potentials for the modern transportations, however, they are facing limited cruising range. To address this limitation, we present a semi-autonomous ecological driver assistance system to regulate the velocity with energy-efficient techniques. The main contribution of this paper is the design of a real-time nonlinear receding horizon optimal controller to plan the online cost-effective cruising velocity. Instead of conventional l(2)-norms, a deadzone-quadratic penalty function for the nonlinear model predictive controller is proposed. Obtained field experimental results demonstrate the effectiveness of the proposed method for a semi-autonomous electric vehicle in terms of real-time energy-efficient velocity regulation and constraints satisfaction.
Year
DOI
Venue
2017
10.1007/978-3-319-70836-2_37
ROBOT 2017: THIRD IBERIAN ROBOTICS CONFERENCE, VOL 2
Keywords
Field
DocType
Deadzone penalty function,Nonlinear model predictive control,Ecological advanced driver assistance system,Electric vehicles
Dead zone,Control theory,Nonlinear system,Electric vehicle,Computer science,Cruise control,Control theory,Simulation,Quadratic equation,Intelligent transportation system,Penalty method
Conference
Volume
ISSN
Citations 
694
2194-5357
1
PageRank 
References 
Authors
0.36
5
3
Name
Order
Citations
PageRank
Seyed Amin Sajadi-Alamdari1102.39
Holger Voos211834.98
Mohamed Darouach326142.82