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.
A nonlinearity value needs a reference line, denominator and loading direction.
Hysteresis compares increasing and decreasing trajectories; repeatability needs repeated comparable trials.
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.
| Quantity | Comparison | State with the result |
|---|---|---|
| Nonlinearity | Increasing-load response versus a chosen line | Reference line, range and normalization. |
| Hysteresis | Increasing versus decreasing response at the same force | Loading history, range and time conditions. |
| Repeatability | Repeated nominally identical trials | Number of trials, setup and environment. |
| Uncertainty | Evaluation of the measurement result | Contributors, 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.
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.
| Applied force | Increasing-load reading | Decreasing-load reading |
|---|---|---|
| 0 | 0 | 0 |
| 125 | 124 | 125.5 |
| 250 | 250.5 | 251.5 |
| 375 | 374.5 | 376 |
| 500 | 500 | 500 |
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.
| Record | Reason |
|---|---|
| Sensor and conditioner serials / settings | Defines the actual measurement chain. |
| Applied force reference and uncertainty | Supports the reference result, not just a label. |
| Mounting, direction and sequence | Separates history and installation effects. |
| Zero, temperature and dwell | Makes offset/drift comparison meaningful. |
| Repeated trials and reference-line method | Allows 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.
1 / k_total = 1 / k_sensor + 1 / k_fixture, for the assumed linear series path
| Element | Assumed stiffness | Displacement at 500 N |
|---|---|---|
| Sensor | 20,000 N/mm | 0.025 mm |
| Other series compliance | 10,000 N/mm | 0.050 mm |
| Combined path | 6,667 N/mm approximately | 0.075 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.
| Assumed effective mass | Calculated model frequency | What it does not establish |
|---|---|---|
| 1 kg | Approximately 411 Hz | Closed-loop stability or a vendor bandwidth. |
| 4 kg | Approximately 205 Hz | Response of a multi-mode fixture. |
| Actual assembly | Requires its own model/test | The 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
Send the load case.
Define the interfaces.
Include both thread ends, working and peak force, available space and the signal your controller expects.
Company and university email domains are preferred. Prototype and research inquiries are welcome.
inquiry@inlineloadcell.com ↗