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van Dijk MP, Hoozemans MJM, Berger MAM, Veeger HEJ. From theory to practice: Monitoring mechanical power output during wheelchair field and court sports using inertial measurement units. J Biomech 2024; 166:112052. [PMID: 38560959 DOI: 10.1016/j.jbiomech.2024.112052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 03/06/2024] [Accepted: 03/14/2024] [Indexed: 04/04/2024]
Abstract
An important performance determinant in wheelchair sports is the power exchanged between the athlete-wheelchair combination and the environment, in short, mechanical power. Inertial measurement units (IMUs) might be used to estimate the exchanged mechanical power during wheelchair sports practice. However, to validly apply IMUs for mechanical power assessment in wheelchair sports, a well-founded and unambiguous theoretical framework is required that follows the dynamics of manual wheelchair propulsion. Therefore, this research has two goals. First, to present a theoretical framework that supports the use of IMUs to estimate power output via power balance equations. Second, to demonstrate the use of the IMU-based power estimates during wheelchair propulsion based on experimental data. Mechanical power during straight-line wheelchair propulsion on a treadmill was estimated using a wheel mounted IMU and was subsequently compared to optical motion capture data serving as a reference. IMU-based power was calculated from rolling resistance (estimated from drag tests) and change in kinetic energy (estimated using wheelchair velocity and wheelchair acceleration). The results reveal no significant difference between reference power values and the proposed IMU-based power (1.8% mean difference, N.S.). As the estimated rolling resistance shows a 0.9-1.7% underestimation, over time, IMU-based power will be slightly underestimated as well. To conclude, the theoretical framework and the resulting IMU model seems to provide acceptable estimates of mechanical power during straight-line wheelchair propulsion in wheelchair (sports) practice, and it is an important first step towards feasible power estimations in all wheelchair sports situations.
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Affiliation(s)
- Marit P van Dijk
- Department of Biomechanical Engineering, Delft University of Technology, Delft, the Netherlands.
| | - Marco J M Hoozemans
- Department of Human Movement Sciences, Faculty of Behavioural and Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Monique A M Berger
- Centre of Expertise Health Innovation, The Hague University of Applied Sciences, The Hague, the Netherlands
| | - H E J Veeger
- Department of Biomechanical Engineering, Delft University of Technology, Delft, the Netherlands
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Togni R, Zemp R, Kirch P, Plüss S, Vegter RJK, Taylor WR. Steering-by-leaning facilitates intuitive movement control and improved efficiency in manual wheelchairs. J Neuroeng Rehabil 2023; 20:145. [PMID: 37884944 PMCID: PMC10605392 DOI: 10.1186/s12984-023-01265-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 10/11/2023] [Indexed: 10/28/2023] Open
Abstract
BACKGROUND Manual wheelchair propulsion is widely accepted to be biomechanically inefficient, with a high prevalence of shoulder pain and injuries among users. Directional control during wheelchair movement is a major, yet largely overlooked source of energy loss: changing direction or maintaining straightforward motion on tilted surfaces requires unilateral braking. This study evaluates the efficiency of a novel steering-by-leaning mechanism that guides wheelchair turning through upper body leaning. METHODS 16 full-time wheelchair users and 15 able-bodied novices each completed 12 circuits of an adapted Illinois Agility Test-course that included tilted, straight, slalom, and 180° turning sections in a prototype wheelchair at a self-selected functional speed. Trials were alternated between conventional and steering-by-leaning modes while propulsion forces were recorded via instrumented wheelchair wheels. Time to completion, travelled distance, positive/negative power, and work done, were all calculated to allow comparison of the control modes using repeated measures analysis of variance. RESULTS Substantial average energy reductions of 51% (able-bodied group) and 35% (wheelchair user group) to complete the task were observed when using the steering-by-leaning system. Simultaneously, able-bodied subjects were approximately 23% faster whereby completion times did not differ for wheelchair users. Participants in both groups wheeled some 10% further with the novel system. Differences were most pronounced during turning and on tilted surfaces where the steering-by-leaning system removed the need for braking for directional control. CONCLUSIONS Backrest-actuated steering systems on manual wheelchairs can make a meaningful contribution towards reducing shoulder usage while contributing to independent living. Optimisation of propulsion techniques could further improve functional outcomes.
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Affiliation(s)
- Reto Togni
- Laboratory for Movement Biomechanics, ETH Zürich, Gloriastrasse 37/39, 8092, Zurich, Switzerland
| | - Roland Zemp
- Laboratory for Movement Biomechanics, ETH Zürich, Gloriastrasse 37/39, 8092, Zurich, Switzerland
| | - Pleuni Kirch
- Human Movement Sciences, University of Groningen, Groningen, Netherlands
| | - Stefan Plüss
- Laboratory for Movement Biomechanics, ETH Zürich, Gloriastrasse 37/39, 8092, Zurich, Switzerland
| | - Riemer J K Vegter
- Human Movement Sciences, University of Groningen, Groningen, Netherlands
| | - William R Taylor
- Laboratory for Movement Biomechanics, ETH Zürich, Gloriastrasse 37/39, 8092, Zurich, Switzerland.
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Misch J, Sprigle S. Effects of Incremental Changes to Frame Mass on Manual Wheelchair Propulsion Cost. ASME OPEN JOURNAL OF ENGINEERING 2023; 2:10.1115/1.4062696. [PMID: 38529126 PMCID: PMC10961999 DOI: 10.1115/1.4062696] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/27/2024]
Abstract
The objective of this study was to assess the effects of small, incremental additions to wheelchair frame mass (0 kg, +2 kg, and +4 kg) on the mechanical propulsion characteristics in both straight and curvilinear maneuvers. A robotic propulsion system was used to propel a manual wheelchair over a smooth tiled surface following rectilinear ("Straight") and curvilinear ("Slalom") trajectories. Three unique loading conditions were tested. Propulsion costs and system rolling resistance estimations were empirically collected using the robotic wheelchair tester. Propulsion cost values were equivalent across all loading conditions over the Slalom trajectory. In the Straight trajectory, adding 2 kg on the axle had equivalent propulsion cost to the unloaded configuration. Adding 4 kg on axle was comparable, but not equivalent, to the unloaded configuration with small (≤4.1%) increases in propulsion cost. This study demonstrates that small (0-4 kg) changes to the frame mass have no meaningful impacts on the propulsion characteristics of the manual wheelchair system. Differences in propulsion cost and rolling resistance were detectable but contextually insignificant.
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Affiliation(s)
- Jacob Misch
- Rehabilitation Engineering and Applied Research (REAR) Laboratory, Georgia Institute of Technology, 801 Atlantic Drive NW, Atlanta, GA 30332
| | - Stephen Sprigle
- Rehabilitation Engineering and Applied Research (REAR) Laboratory, Georgia Institute of Technology, 801 Atlantic Drive NW, Atlanta, GA 30332
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Fritsch C, Poulet Y, Bascou J, Thoreux P, Sauret C. How Was Studied the Effect of Manual Wheelchair Configuration on Propulsion Biomechanics: A Systematic Review on Methodologies. FRONTIERS IN REHABILITATION SCIENCES 2022; 3:863113. [PMID: 36189035 PMCID: PMC9397681 DOI: 10.3389/fresc.2022.863113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 03/28/2022] [Indexed: 11/13/2022]
Abstract
Background For both sports and everyday use, finding the optimal manual wheelchair (MWC) configuration can improve a user's propulsion biomechanics. Many studies have already investigated the effect of changes in MWC configuration but comparing their results is challenging due to the differences in experimental methodologies between articles. Purpose The present systematic review aims at offering an in-depth analysis of the methodologies used to study the impact of MWC configuration on propulsion biomechanics, and ultimately providing the community with recommendations for future research. Methods The reviewing process followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) flowchart on two databases (Scopus and PubMed) in March 2022. Results Forty-five articles were included, and the results highlighted the multiplicity of methodologies regarding different experimental aspects, including propulsion environment, experimental task, or measurement systems, for example. More importantly, descriptions of MWC configurations and their modifications differed significantly between studies and led to a lack of critical information in many cases. Discussion Studying the effect of MWC configuration on propulsion requires recommendations that must be clarified: (1) the formalism chosen to describe MWC configuration (absolute or relative) should be consistent with the type of study conducted and should be documented enough to allow for switching to the other formalism; (2) the tested MWC characteristics and initial configuration, allowing the reproduction or comparison in future studies, should be properly reported; (3) the bias induced by the experimental situation on the measured data must be considered when drawing conclusions and therefore experimental conditions such as propulsion speed or the effect of the instrumentation should be reported. Conclusion Overall, future studies will need standardization to be able to follow the listed recommendations, both to describe MWC configuration and mechanical properties in a clear way and to choose the experimental conditions best suited to their objectives.
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Affiliation(s)
- Capucine Fritsch
- Centre d'Études et de Recherche sur l'Appareillage des Handicapés, Institution Nationale des Invalides, Paris, France
- Arts et Métiers Institute of Technology, Université Sorbonne Paris Nord, IBHGC – Institut de Biomécanique Humane Georges Charpak, HESAM Université, 151 Bd de l'Hôpital, Paris, France
| | - Yoann Poulet
- Centre d'Études et de Recherche sur l'Appareillage des Handicapés, Institution Nationale des Invalides, Paris, France
| | - Joseph Bascou
- Centre d'Études et de Recherche sur l'Appareillage des Handicapés, Institution Nationale des Invalides, Paris, France
| | - Patricia Thoreux
- Hôpital Hôtel-Dieu, AP-HP, Paris, France
- Université Sorbonne Paris Nord, Arts et Métiers Institute of Technology, IBHGC – Institut de Biomécanique Humane Georges Charpak, HESAM Université, 151 Bd de l'Hôpital, Paris, France
| | - Christophe Sauret
- Centre d'Études et de Recherche sur l'Appareillage des Handicapés, Institution Nationale des Invalides, Paris, France
- Arts et Métiers Institute of Technology, Université Sorbonne Paris Nord, IBHGC – Institut de Biomécanique Humane Georges Charpak, HESAM Université, 151 Bd de l'Hôpital, Paris, France
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Misch J, Sprigle S. Propulsion Cost Changes of Ultra-Lightweight Manual Wheelchairs After One Year of Simulated Use. ASME OPEN JOURNAL OF ENGINEERING 2022; 1:10.1115/1.4055629. [PMID: 38529342 PMCID: PMC10961962 DOI: 10.1115/1.4055629] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/27/2024]
Abstract
Manual wheelchairs are available with folding or rigid frames to meet the preferences and needs of individual users. Folding styles are commonly regarded as more portable and storable, whereas rigid frames are commonly regarded as more efficient for frequently daily use. To date, there are no studies directly comparing the performances of the frame types. Furthermore, while differences have been reported in the longevity of the frame types, no efforts have been made to relate this durability back to the real-world performance of the frames. This study investigated the propulsion efficiencies of four folding and two rigid ultra-lightweight frames equipped with identical drive tires and casters. A robotic wheelchair tester was used to measure the propulsion costs of each chair over two surfaces: concrete and carpet. A motorized carousel was used to drive the chairs 511 km around a circular track to simulate one year of use for each wheelchair. After simulated use, five of the six wheelchairs showed no decrease in propulsion effort, indicating that the frames were able to withstand the stresses of simulated use without a detrimental impact on performance. In the unused "new" condition, rigid chairs were found to have superior (>5%) performance over folding frames on concrete and carpet, and in the "worn" condition rigid chairs had superior performance over folding chairs on concrete but were comparable on the carpeted surface.
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Affiliation(s)
- Jacob Misch
- Rehabilitation Engineering and Applied Research (REAR) Laboratory, Georgia Institute of Technology, 801 Atlantic Drive NW, Atlanta, GA 30332
| | - Stephen Sprigle
- Rehabilitation Engineering and Applied Research (REAR) Laboratory, Georgia Institute of Technology, 801 Atlantic Drive NW, Atlanta, GA 30332
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Abraham BB. Contrary to basic kinematic modelling, during tight turns, wheelchairs can slide sideways by non-negligible magnitudes: Collision risks may be increased. Med Eng Phys 2021; 87:104-114. [PMID: 33461670 DOI: 10.1016/j.medengphy.2020.11.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Revised: 09/29/2020] [Accepted: 11/11/2020] [Indexed: 11/16/2022]
Abstract
Small spaces make collision-free turns difficult for wheelchair users. Contrary to basic kinematic wheelchair modelling and not considered previously by engineers; when wheelchairs turn in small spaces, could lateral drift (sideways slipping) increase the risk of collisions with surrounding structures such as walls and doorways? An improved kinematic understanding can inform building design and therapeutic involvement with wheelchair use. Wheelchair lateral drift is investigated. Two experiments with assisted wheelchair use are reported. Weights represented wheelchair occupants. First, lateral drift was measured by motion capture (VICON): turns (n = 225) made by the experimenter, for six radii of curvature (0-613 mm) and four total-masses (81-142 kg). Second, lateral drift was measured by ruler: turns (n = 105) made by experienced wheelchair assistants (n = 22), for three radii of curvature (0, 306, and 800 mm), and self-selected maximum comfortable weights. Lateral drift away from centre of curvature occurred for all radii of curvature greater than 0 mm, and a maximum median lateral drift of 27 mm/rad occurred for 142 kg total mass with 459 mm radius of curvature. Lateral drift increased with mass (r² = 0.68 for 358 mm radius of curvature). During tight turns, lateral drift magnitude and direction is such that it can increase risks of collisions with surrounding structures.
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Affiliation(s)
- Brian B Abraham
- Bioengineering Research Group, School of Engineering, Newcastle University, Newcastle upon Tyne NE1 7RU, UK.
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Misch J, Huang M, Sprigle S. Modeling manual wheelchair propulsion cost during straight and curvilinear trajectories. PLoS One 2020; 15:e0234742. [PMID: 32555594 PMCID: PMC7302523 DOI: 10.1371/journal.pone.0234742] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Accepted: 06/01/2020] [Indexed: 12/02/2022] Open
Abstract
Minimizing the effort to propel a manual wheelchair is important to all users in order to optimize the efficiency of maneuvering throughout the day. Assessing the propulsion cost of wheelchairs as a mechanical system is a key aspect of understanding the influences of wheelchair design and configuration. The objective of this study was to model the relationships between inertial and energy-loss parameters to the mechanical propulsion cost across different wheelchair configurations during straight and curvilinear trajectories. Inertial parameters of an occupied wheelchair and energy loss parameters of drive wheels and casters were entered into regression models representing three different maneuvers. A wheelchair-propelling robot was used to measure propulsion cost. General linear models showed strong relationships (R2 > 0.84) between the system-level costs of propulsion and the selected predictor variables representing sources of energy loss and inertial influences. System energy loss parameters were significant predictors in all three maneuvers. Yaw inertia was also a significant predictor during zero-radius turns. The results indicate that simple energy loss measurements can predict system-level performance, and inertial influences are mostly overshadowed by the increased resistive losses caused by added mass, though weight distribution can mitigate some of this added cost.
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Affiliation(s)
- Jacob Misch
- Rehabilitation Engineering and Applied Research Laboratory, Georgia Institute of Technology, Atlanta, Georgia, United States of America
- School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, Georgia, United States of America
- * E-mail:
| | - Morris Huang
- Rehabilitation Engineering and Applied Research Laboratory, Georgia Institute of Technology, Atlanta, Georgia, United States of America
- Department of Bioengineering, University of Colorado Denver, Denver, Colorado, United States of America
| | - Stephen Sprigle
- Rehabilitation Engineering and Applied Research Laboratory, Georgia Institute of Technology, Atlanta, Georgia, United States of America
- School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, Georgia, United States of America
- Schools of Mechanical Engineering and Industrial Design, Georgia Institute of Technology, Atlanta, Georgia, United States of America
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