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How to Automate Bulk and Batch Counting of Small Parts

Written by Sciotex Engineering
In this article

To automate bulk counting, replace the hand count or counting scale with a counting machine that counts every piece as it is fed, stops at the batch quantity and releases the batch into the bag, box or kit. For small parts this is usually a drop zone counter: parts are loaded into a hopper, a vibratory feeder spreads them into a stream, cameras count each piece as it falls, and a gate closes at the target count.

This article is part of our complete guide to automated counting, which compares counting methods and the systems that fit each type of part. Here we focus on one job: counting loose small parts into batches, accurately and fast enough to keep up with packing.

Why bulk counting is hard to get right by hand or by weight

Bulk counting looks simple until the parts themselves get in the way. The properties below decide whether a hand count, a scale or a vision counter can do the job.

Part propertyHand countingCounting scaleVision counting machine
Very small (a few mm or less)Slow, hard to see and handleLight parts can fall below scale resolutionCounts parts down to 0.3 mm on standard models
Weight varies by lot, plating or materialNot affectedCount drifts with the average piece weightNot affected: counts pieces, not weight
Mixed or similar-looking partsEasy to miscountCannot separate mixed weightsCounts what it sees; sorting is a separate step
Tangling or nesting shapes (springs, clips)Slow to separateNot affectedNeeds feeding that separates parts
Transparent or shiny surfacesNot affectedNot affectedHandled with suitable lighting; glass and polished metal count well
High batch volumeFatigue and errors growFastUp to 2,000 parts per second

Weight is the usual weak point. A scale divides batch weight by an average piece weight, so every change in plating thickness, material density or lot shifts the count. Packers protect themselves by overfilling, and that giveaway is paid for on every bag. Our comparison of counting scales and counting machines works through when a scale is still good enough.

What an automated batch counting cell looks like

Most automated bulk counting cells follow the same sequence, whether they fill bags by hand or feed a bagger automatically:

  1. Load: an operator or conveyor fills a hopper with loose parts.
  2. Feed: a vibratory feeder meters the parts into a thin, steady stream so they fall mostly one at a time.
  3. Count: cameras image the drop zone. On a Sciotex drop zone counter, parts are imaged 35,000 times per second from two angles, so the software can separate parts that overlap.
  4. Gate: when the batch reaches its target, a gate diverts or stops the flow so no extra parts enter the package.
  5. Pack: the batch drops into a bag, box, kit tray or bagger.
  6. Record: the count is logged for the batch and can be sent to line controls or your own systems.

The PerfectCount small parts counting machine is built around this sequence and comes in three standard sizes, Mini, Standard and XL, matched to part size. Because each part is seen from two views at right angles, the software can also report the size distribution of the parts in real time.

Feed rate, speed and accuracy

Counting speed and accuracy trade against each other. The faster parts are fed, the more often two pieces cross the drop zone together and have to be separated by the software. Setting the feed rate is how you choose the balance.

Operating pointTypical figures
Top drop zone speedUp to 2,000 parts per second
Round 1.25 mm pelletsAbout 1,000 parts per second
Larger parts such as ¼-20 nutsAbout 200 parts per second
Accuracy at lower feed ratesBetter than 99.99%
Accuracy at hundreds of parts per secondAbove 99.5% for most parts

Worked example: how long does a batch take?

A distributor packs bags of 5,000 small rivets. Counted by hand at a brisk one part per second, one bag takes about 83 minutes. A drop zone counter fed at a conservative 500 parts per second counts the same bag in 10 seconds, plus the time to swap the bag. Even at a fraction of the counter’s top speed, the bottleneck moves from counting to bag handling.

If the bag must be exact, run slower and use the highest accuracy setting. If a small overcount is acceptable but a short count is not, set the gate so any error falls on the safe side. That is the assumption behind the ROI calculator in our guide: a 99.8% target with errors as undercounts, which means overpacking by about 0.2% instead of the several percent typical of scale counting.

Batches, bags and kits: fitting the counter into packing

  • Single batches by hand: the operator holds a bag under the outlet, the gate closes at the count, and the next bag goes on. Simple and fast to deploy.
  • Automatic bagging: the counter signals a bagger or box filler, so counting and packing run as one cell.
  • Kitting: each part type is counted into the kit in turn, or several counters feed one kit, so every kit holds the right quantity of every part.
  • Small or mixed batches: when lots are small and change often, a benchtop counter can be faster than setting up a feeder. The operator spreads the parts, takes an instant count and sweeps them off. See BenchCount.
  • Parts already on a conveyor: count them where they are with an inline system. Our article on counting products on a conveyor belt covers that case.

Common mistakes when automating bulk counting

  • Choosing a counter by top speed instead of by the accuracy needed at the feed rate you will actually run.
  • Skipping a test with real parts. Tangling, nesting and static are easier to solve before the machine is built.
  • Ignoring the outlet. A fast count is wasted if bags, boxes or kits cannot be swapped quickly.
  • Not deciding which way errors should fall. For most packers, a rare overcount is far cheaper than a short shipment.
  • Keeping the scale as the final check without updating its piece weight, which reintroduces the error the counter removed.

A step-by-step plan

  1. List the part types you count, their size range and the batch sizes for each.
  2. Measure today’s cost: counting labor, overfill giveaway and short-count complaints.
  3. Send sample parts or watch a counting demo with similar parts.
  4. Choose the operating point: feed rate, accuracy target and which way errors should fall.
  5. Decide how batches leave the counter: by hand, into a bagger or into kits.
  6. Install, train operators and compare counts and giveaway against the old method for the first few weeks.

For a fuller transition plan, including how to build the business case, see manual counting vs. automated counting.

Counting small parts into bags, boxes or kits?

Sciotex designs and builds automated counting machines for bulk and batch counting, from standard drop zone counters to custom cells, designed, programmed, built and supported in the US since 1997.

Explore our counting machines

Frequently asked questions

What is bulk counting?

Bulk counting is counting loose parts into batches of a set quantity, such as bags, boxes or kits. It is done by hand, by weight with a counting scale, or automatically with a counting machine.

How does an automated bulk counter work?

Parts are loaded into a hopper and fed in a stream past cameras. Software counts each piece, and a gate closes when the batch reaches its target so the package holds the exact quantity.

How fast can small parts be counted into batches?

Drop zone counters reach up to 2,000 parts per second. Typical figures are about 1,000 per second for round 1.25 mm pellets and 200 per second for larger parts such as ¼-20 nuts.

Is automated counting more accurate than a counting scale?

Usually, yes. A scale estimates the count from an average piece weight, so it drifts when weights vary. A counting machine counts each piece and exceeds 99.99% accuracy at lower feed rates.

Can a counting machine fill kits with several part types?

Yes. Each part type can be counted into the kit in turn, or several counters can feed one kit, so every kit holds the right quantity of each part.

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Sciotex Engineering

The Sciotex engineering team has designed and built vision, automation and test systems since 1997.

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