Centralised yaw and lateral motion control for future electric vehicles
Publicerad
Författare
Typ
Examensarbete för masterexamen
Master's Thesis
Master's Thesis
Modellbyggare
Tidskriftstitel
ISSN
Volymtitel
Utgivare
Sammanfattning
The disruptive innovation in the ever-growing and developing automotive industry
has centralised advanced driver assistance systems (ADAS) and autonomous driving
(AD) concepts. The innovations are only enhanced by the rapid electrification of
powertrain systems due to strict environmental regulations, allowing for extended
functionalities in vehicle motion control.
This master’s thesis investigates the possibilities of vehicle motion control systems
for future electric vehicles using an over-actuated vehicle with four individual electric
motors in both simulations and real-time in a test vehicle. Three different concepts
for yaw and lateral motion control are developed. The first concept is geometric path
tracking, where two controllers are developed to control the vehicle’s lateral motion
in an AD scenario. The second concept is a steer by torque vectoring controller
where the lateral motion of the vehicle is controlled using only differential torque
to act as a backup safety system in case of steering actuator failures. Finally, an
energy-efficient torque vectoring controller is developed to evaluate the possibility
of reducing the vehicle’s energy consumption by optimising the torque allocation.
The controllers were developed in Matlab Simulink and evaluated in a simulation
environment consisting of a vehicle model of the test vehicle in IPG CarMaker. The
comparison between the two path tracking controllers, i.e. the Pure Pursuit and
the Stanley controller, were evaluated based on precision, comfort and robustness.
The steer by torque vectoring controller was developed with experimental data from
simulations and the test vehicle to design a look-up table for the steering capability.
Finally, to develop the energy-efficient torque vectoring controller, an offline optimisation
strategy was used to construct a rule-based and a look-up table method for
the torque allocation.
The work proved that the Pure Pursuit controller was superior to the Stanley controller
and could remain within limits given by regulations, both in the simulations
and the test vehicle. Integrated with the steer by torque vectoring controller, the
vehicle’s lateral motion could be controlled using only differential torques. The
possibility of reducing energy consumption by optimising the torque allocation was
highly dependent on compromising the precision performance of the path tracking
and the torque allocation. With tuning, the controllers could be combined to reduce
the vehicle’s energy consumption by 1.14 %.
Beskrivning
Ämne/nyckelord
Path tracking, Torque vectoring, Pure pursuit controller, Stanley controller, Control allocation, Centralised control, Energy efficiency, Over-actuation