UK weigh filling machinery for powders, granules, coffee, snacks, pet food, chemicals and hardware.
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Trial-results question

How do I compare weigh filler trial results?

Compare weigh filler trials by looking at the complete consecutive weight distribution, the operating conditions and accepted finished-pack output—not by selecting the best individual fill or relying on one headline accuracy figure.

Direct answer

Use one reporting format for every candidate route.

A fair comparison starts with the same product batch, target weight, pack, refill method and operating period. Results should show what happened before, during and after any adjustment, because tuning time and stability are part of the practical decision.

The data should help production, quality and procurement answer different questions: whether the mean is correctly centred, whether variation is stable, whether under-target results occur, how much product is given away and whether the complete cycle meets the required output.

Weigh filler discharge detail used to illustrate fill-weight trial measurement

Evidence to prepare

  • Record every consecutive net weight in sequence.
  • Keep the product, pack, target and hopper conditions identifiable.
  • Report mean, sample standard deviation, minimum, maximum and range.
  • Pair weight results with accepted output, stops, spills and adjustments.
Buyer questions answered

Practical questions for specification and approval.

Each answer starts with the decision, then identifies the evidence or limitation that changes it.

Which results should be recorded during a weigh filler trial?

Record each consecutive net weight, the target setting, product and batch, pack tare method, hopper condition, operating rate, adjustments, stops, spills and incomplete discharges. A summary without the sequence can hide drift, refill effects or clusters of poor results.

Keep rejected or interrupted cycles in the trial record with a reason rather than deleting them. Note the reference scale used and whether weights were measured statically or by a downstream checkweigher. This allows the buyer to separate machine behaviour from the measurement method.

Why is one accurate fill not enough to prove performance?

One fill shows only that the machine produced one acceptable result. It does not show repeatability, drift, the effect of hopper refill, the behaviour of difficult particles or the time needed for the complete pack cycle. A useful trial therefore evaluates a consecutive series under representative operating conditions.

Selected results create an optimistic view. The sequence should include the start of the run, steady operation, a normal refill and any planned change in target or pack. If a result is excluded, the reason should be documented and agreed.

How do mean weight and standard deviation answer different questions?

Mean weight shows where the process is centred relative to the target or nominal quantity. Sample standard deviation describes how widely the consecutive results are spread around that mean. A high mean with a narrow spread may create avoidable giveaway, while a correctly centred mean with a wide spread may create under-target risk.

Minimum, maximum and range add context but are sensitive to the particular sample. The sequence plot is also useful because a single standard-deviation value may not reveal slow drift, alternating results or a step change after hopper refill.

How should product giveaway be compared?

For a defined sample, average giveaway is the mean net fill minus the chosen reference weight, multiplied by production volume when estimating mass over a run. Use the same reference and units for every candidate. Do not convert the result into cost unless the product cost basis is known and agreed.

A lower average fill is not automatically better if variation or under-target risk increases. Compare giveaway together with the distribution, reject policy and legal or customer requirements. The site’s giveaway calculator can help standardise the arithmetic without replacing a controlled quality assessment.

When should a weigh filler trial be repeated?

Repeat the trial when the product, pack, target, refill method, machine configuration or acceptance method changes materially, or when the original run did not reach stable representative conditions. A retest is also appropriate after corrective work that could affect the weighing or discharge path.

Do not combine unrelated runs into one distribution without identifying the change between them. If the machine is intended for several product families, retain a separate result set for each combination that changes flow, dose volume, fragility, dust or pack handling.

How should output and fill quality be reported together?

Report accepted finished packs per unit time alongside the corresponding weight distribution and operating conditions. A faster setting that produces more spills, rejected packs or unstable weights may not improve sellable output. The trial report should therefore connect rate, quality and operator workload.

State whether product refill, pack loading, closure handover and removal were included. If the trial uses an open test container instead of the real pack, label the result as a dosing test rather than a proven line-output figure.

Decision aid

Minimum trial comparison table

Use the table to turn a broad question into evidence that can be reviewed during quotation and trial work.

AreaQuestion or evidenceDecision supported
CentreMean net weight relative to the agreed referenceShows target bias
VariationSample standard deviation and sequence patternShows repeatability and drift
ExtremesMinimum, maximum, range and out-of-band countShows observed limits in the sample
GiveawayAverage excess mass using one agreed referenceShows product-use consequence
OutputAccepted finished packs during a representative periodShows practical throughput
ConditionsProduct, pack, refill, settings and interruptionsMakes results reproducible
Related technical guidance

Continue the buyer’s decision path.

These pages cover the next practical evidence or equipment comparison.

Use the product giveaway calculator

Continue with the related planning and evidence needed for this decision.

Open resource

Review accuracy and tolerance terminology

Continue with the related planning and evidence needed for this decision.

Open resource

Plan the product trial and FAT

Continue with the related planning and evidence needed for this decision.

Open resource

Send the product, target weights, pack formats and required output.

Lancing can review the weighing route, pack interface, trial method and information still needed before a machine is specified.