Bending-stiffness bias in the vibroscope area estimator occurs when bending resistance raises a strand's frequency but its area is inferred with a flexible-string model. In the independently derived simply supported beam model in vibroscope area estimator, let be the bending rigidity, the tension and the length. The dimensionless ratio and area error areHere is the actual area in the model's measurement configuration. The parent article derives this relation; no circular-area assumption is needed for the ratio once is specified.
For an original example, choose and . The uncorrected estimate is , twenty percent below the model area. Doubling only , with the same , and material configuration, divides by four. The new ratio is , giving , about 5.88 percent low. A length-dependent discrepancy is therefore a useful diagnostic to investigate, rather than evidence that the material area itself changed.
The boundary conditions are essential. Simply supported endpoints impose zero displacement and zero bending moment. The companion experimental theory instead treats fully clamped endpoints, with zero displacement and slope, and derives its own frequency and deformation corrections.[ref] The displayed correction cannot be transferred unchanged to that apparatus.
Two-mode separation of tension and bending stiffness supplies another check within the same simply supported model. A model correction for bending bias also remains distinct from the standard input uncertainties treated in vibroscope area uncertainty.
Two-mode separation of tension and bending stiffness uses two identified transverse eigenmodes to separate coefficients that a single resonance cannot determine independently. For the uniform simply supported beam model derived in vibroscope area estimator,Thus plotting against gives an intercept associated with tension and a slope associated with bending. Frequencies alone identify these ratios; determining dimensional and also requires the remaining scale quantities.
An original exact example takes and . The two transformed values are and at and . Their difference givesHence . Using the first mode as if would use instead of for the tension coefficient; the corresponding area correction is a factor under this model.
Two observations fit two free coefficients, so that fit alone does not validate the model. A third identified mode should satisfy , or , in this example. Repeated measurements and another mode can test consistency.
For and , the same model requires . A ratio outside that range contradicts at least one assumption or the mode assignment. Actual clamped grips require the clamped-end frequency model described in the companion theory.[ref]
Vibroscope method for determination of cross-sectional area of glass and carbon fibres - Theory and further development by Bo Madsen and others. §2.2, clamped-end boundary conditions and frequency equation
Do not label arbitrary neighbouring resonance peaks as modes one and two without additional evidence. Vibroscope area estimator 2026-11-05
The vibroscope area estimator converts the fundamental frequency of a tensioned material fibre into a cross-sectional area through a mechanical model. For a uniform flexible strand of length , positive tension , linear mass density and mass density , the fixed-end string relation givesThe second equation uses : the frequency first identifies mass per length under the stated tension, and a chosen mass density then converts it into area. Circular geometry is needed only to infer a diameter from that area.[ref]
University Physics Volume 1 by William Moebs and others. §16.3, equation 16.8, string wave speed; §16.6, fixed-end standing-wave modes
The experimental study by Bo Madsen, Rajnish Kumar and Hans Lilholt used a Favimat+ fibre testing machine. Acoustic waves excited the strand, and a frequency sweep plus a polynomial fit located the resonance peak. A load cell measured tension, while grip separation supplied . The reported frequency range was 500–4000 Hz, with an estimated resolution of 0.1 Hz; the stated force and length readout resolutions were and . Those readout resolutions do not themselves specify the estimator's full measurement uncertainty.[ref]
Vibroscope method for determination of cross-sectional area of glass and carbon fibres – Experiments and analyses by Bo Madsen and others. §3.2, apparatus, acoustic excitation, swept-sine/polynomial peak determination and measurement resolutions
The area and mass density must refer to the same loaded or reference configuration. The companion theory derives volume and area corrections for recovering an untensioned reference area from the tensioned measurement.[ref]
The vibroscope area uncertainty follows locally by logarithmic differentiation:Treat the small input errors as independent random variables, and let each denote the corresponding standard uncertainty. First-order uncertainty propagation then givesCorrelated inputs require their covariances as well. Four independent 1% relative standard uncertainties give for the area. A systematic 1% overestimate of frequency alone instead multiplies the area estimate by : it produces about a 1.97% underestimate.
Bending resistance can also increase the observed frequency. The companion theory paper models fully clamped supports and derives the corresponding frequency equation and deformation corrections.[ref]
Vibroscope method for determination of cross-sectional area of glass and carbon fibres - Theory and further development by Bo Madsen and others. §§2.1–2.2, beam equation and clamped-end conditions; §§5–6, corrections for the tensioned fibre
An independently derived, simply supported example isolates the bending-stiffness bias in the vibroscope area estimator. Let be the filament bending modulus and impose zero deflection and zero bending moment at each endpoint. Substituting into the tensioned Euler-Bernoulli beam equation givesWith , the uncorrected flexible-string estimate satisfies . At , it is 9.09% too small. The same model yields two-mode separation of tension and bending stiffness:For and , the predicted mode ratio is , ranging from 2 toward 4. These identities belong to the simply supported model; clamped grips require their own boundary conditions. Neither a single resonance peak nor an assumed diameter establishes the appropriate support, density or bending correction.