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Method Article

A Low-Cost Apparatus for Measuring Muscle Force–Velocity Relationships

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DOI:

10.3791/71757

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August 14th, 2026

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In This Article

Summary

An accessible, low-cost apparatus for measuring human muscle force–velocity–power relationships was developed using inexpensive materials, a 3D-printed gear, a smartphone accelerometer, and Python freeware. Validation against a gold-standard ergometer demonstrated physiologically relevant measurements while providing equitable, hands-on learning opportunities in an undergraduate classroom setting.

Abstract

The relationship between muscle force, contractile velocity, and power represents a nearly century-old paradigm in physiology and a cornerstone of our understanding of musculoskeletal function. However, this paradigm is rarely studied directly in physiology and biomechanics classrooms because of the prohibitive cost of the required equipment. This study sought to design and validate a low-cost apparatus using a 3D-printed pulley system incorporating a ratchet-and-pawl gear that can be easily constructed and configured to collect force–velocity–power data from human finger muscles via a smartphone accelerometer using the free Phyphox application. A custom Python script converts raw accelerometer measurements into velocity and power outputs, which are then compared on a subject-by-subject basis with measurements obtained using a gold-standard dual-mode lever system. Pairwise comparisons of five summary variables (peak force, Fmax; peak speed, Vmax; peak power, Pmax; optimal speed, Vopt; and force–velocity curvature, a/Fmax) revealed no statistically significant differences between force-velocity-power data collected using the two apparatuses (paired t-tests, p > 0.05). Therefore, without a significant reduction in data quality, the inexpensive apparatus offers an accessible, safe, and cost-effective means of teaching and studying biomechanical and physiological principles. This apparatus has the potential to democratize muscle physiology and biomechanics education, particularly in underfunded and resource-limited educational settings worldwide.

Introduction

Striated muscle is the motor that generates skeletal movement in humans and other animals. Understanding its unique hierarchical composition is complicated by cross-scale factors influencing the generation of force and production of work1,2. Perhaps because of these complexities, muscle function can be an underprioritized component in anatomy and physiology curricula, because educators lack the tools needed to properly showcase the fundamental and most fascinating aspects of muscle function3,4,5,

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Protocol

All experiments forming the basis of this publication were approved by the Institutional Review Board at the University of Massachusetts Lowell (Protocol No. 21-163-KON-XPD).

NOTE: The apparatus uses a smartphone suspended with external loads from a 3D-printed pulley system. Acceleration data are collected at 100 Hz using a smartphone-based data acquisition application. Force is calculated by multiplying the combined mass of the smartphone and external load by acceleration. Velocity is obtained by integrating acceleration, and power is calculated as the product of force and velocity (Supplemental Coding File 1).

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Results

Force–velocity and power–velocity data were collected from a sample of undergraduate students (N = 15) using both the gold-standard ergometer and the low-cost apparatus to evaluate the functional outputs of each system under an identical experimental protocol. Individual subject data are shown in Figure 1, and summary data for each apparatus are shown in Figure 3.

The low-cost apparatus was evaluated as a potential classroom substitut.......

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Discussion

A low-cost apparatus was validated as an alternative to gold-standard ergometers for measuring force–velocity and power–velocity relationships of human muscles in the classroom.

The validation results support the assertion that a low-cost, and therefore more economically and technologically accessible, apparatus can generate measurements that are statistically indistinguishable from those obtained using a gold-standard ergometer. The ability of the low-cost apparatus to generate high-quality f.......

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Disclosures

The authors have no disclosures to declare.

Acknowledgements

The authors thank students enrolled in Biology of Muscle (UML BIOL4890, 2023–2025) and students from Lawrence High School (Lawrence, MA) for participating in the capstone project that served as the basis for this honors thesis (GC). Also, thanks to Matthew Borokowski at Aurora Scientific for his enduring support and to Victoria Flint and Samuel DeLap for their initial efforts in developing and deploying the finger flexor module for the UML course. The authors also thank Daniel Bartlett and Darrell La for assistance with analysis approaches. Funded by a UMass Lowell Honors College fellowship (to GC), and by the National Science Foundation (award 2217246), as....

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Materials

List of materials used in this article
NameCompanyCatalog NumberComments
1.25 kg WeightsNEXO FitnessASIN: B09JHQ6QB8Can be substituted with generic weights approx. 1-2 kg
number needed: 2
3D printer timing belt‎3D printer belt 10mASIN: B08974S1CCCan be substituted with generic 3D printer timing belts: 2mm Pitch, 6mm Width, made of Rubber and Fiberglass
number needed: 1
3DPart1 - Inner GearN/AN/ASee Supplemental STLs - Print in ABS
number needed: 1
3DPart2 - Outer GearN/AN/ASee Supplemental STLs - Print in ABS
number needed: 1
3DPart3 - KeyN/AN/ASee Supplemental STLs - Print 3-5x in ABS
number needed: 1
3DPart4 - Force CarryN/AN/ASee Supplemental STLs - Print in PLA
number needed: 1
Aluminum beam Long80/20 inc10201 in x 2 in x 32 in
number needed: 1
Aluminum beam Short80/20 inc10101 in x 1 in x 12 in
number needed: 2
Aluminum frame Fastener / Safety Bolt80/20 inc4108 number needed: 3
Arm brace FEATOLASIN: B0CGX8QZ3CCan be substituted with generic arm brace
number needed: 1
Arm rest cellular polyvinyl chloride blockAzek board8/4 X Thickness Traditional Only14 in x 6 1/2 in x 3/4 in
number needed: 14
CarabinersRewoalzxASIN:  B0FB3VYV3N number needed: 2
Chrome Alloy Steel Ball BearingsuxcellUXCELL 6900 2RS - ASIN: B07FVX92MJDimensions: inner diameter 10 mm, outer diameter 22 mm, width 6 mm.
number needed: 1
Excel/SpreadsheetMicrosoftExcelCan be substituted with any spreadsheet software
number needed: 1
Finger braceSopitoASIN:  B0B5C6RWR4 Can be substituted with generic finger brace
number needed: 1
IGOR 8 PROWavemetrics.com8 PROUsed with Aurora Scientific Apparatus and for a/Fmax calculation.
number needed: 1
Large cellular polyvinyl chloride boardAzek board8/4 X Thickness Traditional Only6 3/4 in x 7 in x 3/4 in
number needed: 2
Metal axleGenericASIN: B0CC8T8X77Steel Rod 9.97 mm thick, 45 cm long.
number needed: 1
Multi-strand steel wire Catch All TackleASIN: B00JTWDSQS1.4mm diameter #400lb rating
number needed: 2
Phone holderTribeASIN: B00SXRXUFEnumber needed: 1
Phyphox appPhyphox.orgN/ADownload from Apple App Store or Google Play Store
number needed: 1
Python scriptN/AN/ACan be downloaded: Supplemental Document 1 muscle_velocity_gui.py
number needed: 1
Small cellular polyvinyl chloride boardAzek board8/4 X Thickness Traditional Only1 in x 3 1/4 in x 3/4 in
number needed: 1
SmartphoneAppleIPhone 11Can be substituted with any Smartphone with an accelerometer
number needed: 1
Steel wire crimpsCatch All TackleASIN: B00JTWDSQS#400lb rating
number needed: 6
StoppersBefenybayASIN: B0B1C6BPKQinner diameter 10 mm, outer diameter 20 mm, width 20 mm
number needed: 2

References

  1. Hill AV. The heat of shortening and the dynamic constants of muscle. Proc R Soc Lond B Biol Sci. 1938;126:136-195.
  2. Huxley AF. Muscle structure and theories of contraction. Prog Biophys Biophys Chem. 1957;7:255-318.
  3. Seow CY. Hill's equation of muscle performance and its hidden insight on molecular mechanisms. J Gen Physiol. 2013;142:561-573.
  4. Alcazar J, Csapo R, Ara I, Alegre LM. On the shape of the force-velocity relationship in skeletal muscles: the linear, the hyperbolic, and the double-hyperbolic. Front Physiol. 2019;10:769.
  5. Huxley AF, Simmons RM. Proposed mechanism of force generation in striated muscle. Nature. 1971;233:533-538.
  6. ....

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