Improve Safety by Optimal Steering Control of a Converter Dolly using Particle Swarm Optimization for Low-Speed Maneuvers
Paper in proceedings, 2015

This paper offers a solution to the problem of poor path-following performance of high capacity transport (HCT) vehicles, such as A-double combinations, causing safety issue for the vulnerable road users during low-speed turning maneuvers. An advanced control strategy is developed which only demands the axles of the converter dolly of such vehicle to be actively steerable so that existing tractor and semitrailers can be used without any further modification. The control strategy described in this paper allows the change of forward speed and even to stop the vehicle completely during the turning maneuver without any performance degradation. The controller utilizes the delays of tractor front axle steering angle and the articulation angles measured not in traditional time but in path-distance domain. The optimal controller is achieved using particle swarm optimization (PSO) technique. Finally the optimal vehicle performance is compared with a baseline non-steerable converter dolly case and also with a proportional control case. Significant improvement in path-following performance is observed.

Author

Manjurul Islam

Chalmers, Applied Mechanics, Vehicle Engineering and Autonomous Systems

Leo Laine

Chalmers, Applied Mechanics, Vehicle Engineering and Autonomous Systems

Bengt J H Jacobson

Chalmers, Applied Mechanics, Vehicle Engineering and Autonomous Systems

18th IEEE International Conference on Intelligent Transportation Systems,ITSC 2015, September 15-18, 2015

2153-0009 (ISSN)

2370-2377

Subject Categories

Mechanical Engineering

Vehicle Engineering

Areas of Advance

Transport

Roots

Basic sciences

DOI

10.1109/ITSC.2015.383

ISBN

978-1-4673-6596-3

More information

Created

10/7/2017