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TECH NOTE 05 / Signal quality and metrology

Load cell linearity, hysteresis and deflection in force control

A nonlinearity value needs a reference line, denominator and loading direction.

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01

A nonlinearity value needs a reference line, denominator and loading direction.

02

Hysteresis compares increasing and decreasing trajectories; repeatability needs repeated comparable trials.

03

Sensor deflection and attached fixtures affect installed stiffness and dynamics, not only the static error table.

01 / ENGINEERING DECISION

State the error definition before comparing percentages.

A practical load cell linearity definition is the largest departure of an increasing-load calibration response from a specified straight reference over the stated range. Endpoint and best-fit references need not produce the same value. Identify the reference and range before comparing two nonlinearity specifications.

Nonlinearity is one contribution to measurement error. It does not include every effect of temperature, creep, installation, conditioning or the reference itself. Hysteresis and repeatability describe different comparisons and should not be substituted for one another.

Four quantities that answer different questions.
QuantityComparisonState with the result
NonlinearityIncreasing-load response versus a chosen lineReference line, range and normalization.
HysteresisIncreasing versus decreasing response at the same forceLoading history, range and time conditions.
RepeatabilityRepeated nominally identical trialsNumber of trials, setup and environment.
UncertaintyEvaluation of the measurement resultContributors, method, coverage and traceability.

Supporting scope: FUTEK: resolution, accuracy and repeatability ↗ · FUTEK: load cell calibration variables ↗ · NIST: metrological traceability ↗

02 / ENGINEERING DECISION

A percentage needs a denominator.

For an illustrative 500 N calibrated force span, a 0.1% full-span force-equivalent bound is 0.5 N. It is not 0.1% of every reading: at a 10 N reading the same 0.5 N corresponds to 5% of that reading. Signed tension/compression spans and rated-output conventions must be defined explicitly.

The examples below use a single 0–500 N direction, zeroed output and an endpoint line from 0 to 100% normalized span. They do not establish a vendor’s accuracy or combine errors into a system uncertainty.

MODEL / DEFINED ASSUMPTIONS

Force-equivalent deviation = deviation (% of defined span) × defined force span / 100

Supporting scope: FUTEK: resolution, accuracy and repeatability ↗

03 / ENGINEERING DECISION

Worked example A: separate nonlinearity from hysteresis.

This synthetic one-cycle dataset is authored to show the calculations. It is not a calibration certificate or an instrument capture. Against the endpoint reference, the largest increasing-load deviation is 1 N, or 0.2% of the 500 N span. The largest loading/unloading difference is 1.5 N, or 0.3% of span.

One increasing/decreasing cycle cannot establish repeatability. A best-fit calculation would use a separately defined fitting rule and could change the reported nonlinearity. The residual diagram plots percent-of-span errors directly; it does not exaggerate an unlabeled force axis.

Synthetic example residuals against an endpoint reference, in percent of a 500 N span. These are not measured calibration data.Original educational schematic. Refer to the adjoining equations, assumptions and accessible data tables.Residual / % of defined force span-0.4-0.200.20.40%25%50%75%100%● Increasing■ Decreasing (dashed)
Synthetic example residuals against an endpoint reference, in percent of a 500 N span. These are not measured calibration data.
Synthetic data; all force readings in N.
Applied forceIncreasing-load readingDecreasing-load reading
000
125124125.5
250250.5251.5
375374.5376
500500500

04 / ENGINEERING DECISION

Retain the conditions that make the comparison reproducible.

Zero and loading sequence affect the interpretation. Record mounting, excitation, cable/conditioner, force direction, dwell and temperature. If zero is removed, retain how it was established; a changing mechanical preload may otherwise disappear into a tare operation.

Choose repetitions and reference points that address the intended measurement. A shunt check exercises an electrical response; it does not impose reference force on the structure. A static calibration does not by itself characterize dynamic force response.

Information to keep with a loading/unloading dataset.
RecordReason
Sensor and conditioner serials / settingsDefines the actual measurement chain.
Applied force reference and uncertaintySupports the reference result, not just a label.
Mounting, direction and sequenceSeparates history and installation effects.
Zero, temperature and dwellMakes offset/drift comparison meaningful.
Repeated trials and reference-line methodAllows repeatability and fitting to be evaluated.

Supporting scope: FUTEK: load cell calibration variables ↗ · NIST: metrological traceability ↗

05 / ENGINEERING DECISION

Worked example B: include fixture compliance.

Assume a sensor has a 500 N nominal force and 0.025 mm displacement at that force. A linearized stiffness estimate is 500/0.025 = 20,000 N/mm. If the rest of the axial load path contributes a 10,000 N/mm series stiffness, the combined value is about 6,667 N/mm, not 30,000 N/mm.

At 500 N, the assumed total elastic displacement is 0.075 mm: 0.025 mm in the sensor and 0.050 mm in the rest of the modeled path. These values illustrate a linear series model. Contact changes, backlash, joints, bending and nonlinear specimen behavior can invalidate that simplification.

MODEL / DEFINED ASSUMPTIONS

1 / k_total = 1 / k_sensor + 1 / k_fixture, for the assumed linear series path

Assumed linear series compliance. Joints, contact, bending and nonlinear specimen response may require a different model.Original educational schematic. Refer to the adjoining equations, assumptions and accessible data tables.Sensor compliance1 / k_sensorFixture compliance1 / k_fixtureEffective massActual mode shapeSeries compliances add: 1/k_total = 1/k_sensor + 1/k_fixtureUse the installed model, not the bare-sensor frequency alone
Assumed linear series compliance. Joints, contact, bending and nonlinear specimen response may require a different model.
Illustrative compliance model, not supplied sensor data.
ElementAssumed stiffnessDisplacement at 500 N
Sensor20,000 N/mm0.025 mm
Other series compliance10,000 N/mm0.050 mm
Combined path6,667 N/mm approximately0.075 mm

Supporting scope: HBK force glossary ↗

06 / ENGINEERING DECISION

Attached mass changes the dynamic question.

In a single-degree-of-freedom linear screen, f_n = sqrt(k/m)/(2 × pi), with k in N/m and m in kg. Using the example combined stiffness of about 6.667 million N/m, an assumed effective mass of 1 kg gives about 411 Hz; 4 kg gives about 205 Hz.

These are illustrative model frequencies, not measured sensor frequencies or approved controller bandwidths. Real installations can have multiple modes, damping and changing contact stiffness. Include acquisition/conditioner filtering and transport delay, and identify the installed response before selecting loop gains.

Synthetic single-mode screening; stiffness held constant.
Assumed effective massCalculated model frequencyWhat it does not establish
1 kgApproximately 411 HzClosed-loop stability or a vendor bandwidth.
4 kgApproximately 205 HzResponse of a multi-mode fixture.
Actual assemblyRequires its own model/testThe complete installed transfer behavior.

Supporting scope: HBK force glossary ↗

07 / ENGINEERING DECISION

Do not turn unrelated specification limits into a total accuracy claim.

A sum of applicable worst-case bounds and a root-sum-square of standard uncertainties answer different questions. Datasheet maximum errors are not automatically independent standard uncertainties. Temperature, loading history and reference conditions determine which terms apply and how they relate.

For a procurement decision, state the allowed error at the operating forces and environment, then request a documented evaluation of the complete chain. Prefer residuals against a traceable reference under relevant conditions over a single unqualified “accuracy” number.

Supporting scope: NIST: metrological traceability ↗ · NIST Technical Note 1297 ↗

08 / ENGINEERING DECISION

Request both the static record and the installed-response evidence.

Include working/peak force, the smallest useful increment, mounting stiffness or specimen information, moving mass and relevant frequency content. Specify desired calibration direction/range, reference-line definition, repeated loading and any dynamic acceptance test.

Download the synthetic CSV to reproduce the error calculation. Use the calibration/quality page to define a real serial-linked record; the example CSV and diagrams are educational aids rather than evidence of supplied sensor performance.

Resolve the fit, signal and calibration questions.

Is nonlinearity the same as total accuracy?

No. It describes departure from a specified reference line under specified loading conditions. Other errors and uncertainty contributors must be evaluated separately.

Are endpoint and best-fit nonlinearity interchangeable?

No. They use different reference lines and can produce different deviations. Compare the same method and normalization.

Can a single loading cycle establish repeatability?

No. Repeatability requires repeated comparable trials. The synthetic example here illustrates nonlinearity and hysteresis only.

Does 0.1% FS mean 0.1% of a small reading?

No. If FS is defined as a 500 N span, 0.1% is 0.5 N regardless of the individual reading. Confirm how a bidirectional range or rated output is normalized.

Can I use the catalogue natural frequency as control bandwidth?

Not directly. Added mass, fixture/specimen compliance, damping, electronics and delay change the installed system. Establish the relevant response and stability margin.

Is the CSV a calibration record?

No. It is clearly labeled synthetic data for reproducing the examples. Obtain an issued record for the exact sensor/conditioner serial association.

ENGINEERING RFQ / SAMPLE REQUEST

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Include both thread ends, working and peak force, available space and the signal your controller expects.

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