TY - JOUR
T1 - Evaluating a heart rate regulation system for human–electric hybrid vehicles
AU - Meyer, Daniel
AU - Senner, Veit
N1 - Publisher Copyright:
© 2017, © IMechE 2017.
PY - 2018/6/1
Y1 - 2018/6/1
N2 - Heart rate regulation systems for human–electric hybrid vehicles (such as electric bicycles) might help to promote physical activity and prevent overexertion. To date, there has not been a thorough evaluation that shows the benefits and limitations of such a system compared to a conventional assistance. In this article, the authors evaluated a control system that adjusts the motor torque of a four-wheeled human–electric hybrid vehicle prototype (QuadRad) to maintain the heart rate of the cyclist within user-specified limits. A randomized block design was used to validate the system. A total of 42 persons performed a 70-min test cycle with the QuadRad on a stationary test rig. Participants were equally divided into 14 blocks based on an estimate of their fitness level. Within each block, participants were randomly assigned to one of three experimental groups. The three groups compared the following: (1) regulation of subjectively perceived exertion using standard assistance, (2) regulation of heart rate using standard assistance and (3) regulation of heart rate using control system. A non-parametric Kruskal–Wallis test showed significant differences between the three groups for mean absolute deviation of the heart rate from the reference heart rate (Formula presented.) (Formula presented.). Post hoc comparison showed that (Formula presented.) was significantly lower for groups 2 (Formula presented.) and 3 (Formula presented.) compared to group 1 and similar between groups 2 and 3 (Formula presented.). Time out of the heart rate zone (Formula presented.) was significantly different between all groups (Formula presented.). Post hoc analysis showed that (Formula presented.) was lower for groups 2 (Formula presented.) and 3 (Formula presented.) compared to group 1 and similar between groups 2 and 3 (Formula presented.). The results indicated that cyclists can use the system to maintain their heart rate within self-chosen limits without having to monitor their heart rate or manually change the assistance mode.
AB - Heart rate regulation systems for human–electric hybrid vehicles (such as electric bicycles) might help to promote physical activity and prevent overexertion. To date, there has not been a thorough evaluation that shows the benefits and limitations of such a system compared to a conventional assistance. In this article, the authors evaluated a control system that adjusts the motor torque of a four-wheeled human–electric hybrid vehicle prototype (QuadRad) to maintain the heart rate of the cyclist within user-specified limits. A randomized block design was used to validate the system. A total of 42 persons performed a 70-min test cycle with the QuadRad on a stationary test rig. Participants were equally divided into 14 blocks based on an estimate of their fitness level. Within each block, participants were randomly assigned to one of three experimental groups. The three groups compared the following: (1) regulation of subjectively perceived exertion using standard assistance, (2) regulation of heart rate using standard assistance and (3) regulation of heart rate using control system. A non-parametric Kruskal–Wallis test showed significant differences between the three groups for mean absolute deviation of the heart rate from the reference heart rate (Formula presented.) (Formula presented.). Post hoc comparison showed that (Formula presented.) was significantly lower for groups 2 (Formula presented.) and 3 (Formula presented.) compared to group 1 and similar between groups 2 and 3 (Formula presented.). Time out of the heart rate zone (Formula presented.) was significantly different between all groups (Formula presented.). Post hoc analysis showed that (Formula presented.) was lower for groups 2 (Formula presented.) and 3 (Formula presented.) compared to group 1 and similar between groups 2 and 3 (Formula presented.). The results indicated that cyclists can use the system to maintain their heart rate within self-chosen limits without having to monitor their heart rate or manually change the assistance mode.
KW - Electric bicycles
KW - adaptive systems
KW - experimental evaluation
KW - heart rate regulation
KW - human–electric hybrid vehicle
KW - randomized block design
KW - sliding mode control
UR - http://www.scopus.com/inward/record.url?scp=85047122352&partnerID=8YFLogxK
U2 - 10.1177/1754337117710069
DO - 10.1177/1754337117710069
M3 - Article
AN - SCOPUS:85047122352
SN - 1754-3371
VL - 232
SP - 102
EP - 111
JO - Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology
JF - Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology
IS - 2
ER -