5 DISCUSSION AND
CONCLUSION
Investigations into the various temperature modalities
provided evidence of the minimal impact of ambient
air temperature. Further, while it was observed that
court surface temperatures have a strong relationship
with initial tyre temperatures, there was little impact
on the temperature variations displayed over the
course of testing. The small negative change observed
in internal and tyre material temperature indicated
that the effort exerted by the players and the
interaction of the tyres with the court possessed a
significant but uniform impact on tyre wear. The
uniform negative trend eliminated temperature as one
of the major physical influences, leading to greater
emphasis on the influence of variable inflation
pressure as a source of the failures. An inconsistency
was observed in the initial inflation pressures
employed by the participants, as some were particular
about initial pressures prior to games to ensure
performance quality, and comfort. The inconsistency
in initial pressure, however, was not observed to have
a significant impact on the individual variations in
pressure. The overall trend of pressure reduction
confirmed the expected material interaction between
the tyres and the surface, with localised sharp changes
pointing towards the impact of gameplay.
Through the evidence gathered in the final testing
phase the importance of individual playstyle, physical
classification, and tendencies was highlighted. The
accelerometer and gyroscope data provided evidence
of the high g-forces experienced by the athletes and
the equipment drawing attention to the workload
placed on both.
Over the course of the preliminary and final phase
of testing the greater impact on equipment during the
match scenarios as opposed to regular training
sessions was confirmed. Through preliminary
findings it was suspected that player actions that
caused direct collisions to tyres or made the
wheelchairs move in unpredictable trajectories, such
as dragging sideways or tipping on to one wheel,
resulted in large forces being experienced and likely
to be a contributing factor in accelerated tyre
degradation. Insignificant differences were observed
for the pressure variations between classification
categories indicating a small influence of the
individual player classification on the pressure
variation. Anecdotal evidence gathered in
conversation with athletes and coaches indicated that
higher classification athletes and those with
aggressive playstyles experienced more tyre failures.
Through the combined analysis of participant
pressure profiles, IMU data, and match simulation
video recordings it was confirmed that athlete actions
held a large influence on tyre degradation and failure.
It was also noted that offence more than defence, and
athlete hand preferences effected the rate of failure
for individual tyres.
The outcomes from the study provide evidence
from varying tyre pressures to back anecdotal
knowledge of the tyre degradation patterns observed.
The findings allow athletes and coaches to make
better in-game and training decisions. Through the
multi-phased experimental methodology employed,
the investigators were able to build an argument for
increased enquiry into WB and other para sport
equipment reliability.
Several setbacks over the course of the research
period reduced the potential of the study. As the focus
of the study was to investigate the effects of player
actions on the physical properties, emphasis was laid
on testing to occur in real world environments. The
present study was unable to capture competitive
match data, focus on gathering such evidence would
be key to further the understanding of WB physics.
CAD models could be employed to simulate testing
and establish reference values of failure to inform
future work. The TPMS technology employed was
designed for non-scientific purposes, possessed low
resolution, and did not possess a standardised sample
rate. The use of more specialised sensors would allow
for better analysis and produce more informative
results. An increased number of SABEL Sense IMUs
employed on the wheels (following (Shepherd, Wada,
Rowlands, & James, 2016)) would allow for
measuring impacts in additional planes.
The study laid the groundwork for further targeted
investigations into inflation pressure and temperature
in competitive match situations. The influence of
match scenarios as opposed to training on the
degradation rate of the equipment forms the core of
the experimental study. The results discussed expand
the understanding of WB gameplay, and leave room
for future enquiry in to the sport and other parasport
modalities.
ACKNOWLEDGMENTS
The investigators would like to acknowledge the
contribution and support of Ms. Amanda Mather, Mr.
Nick Such, and Mr. Tom Kelly from Sporting
Wheelies and Disabled Association for providing
access to athletes, facilities, and insight into WB. I
would also like express my gratitude towards Mr.
Duncan Free and the office of Industry and External
Engagement at Griffith University for supporting this
study.