Reorder Consistency for Insulated Bags: Why Welds and Foam Drift Between Runs
Two runs of the same insulated bag differ because the weld window, the foam lot and the film surface move, and none of the three is a defect on its own. What stops the drift is a parameter sheet, a sealed reference unit and a cut-away, recorded at first approval and reused on the repeat.

Two runs of the same insulated bag differ because three things move: the weld window, the foam lot and the film surface. A weld set from memory rather than from a recorded parameter sheet changes peel strength by more than most defect classes allow; a foam lot at the edge of its density tolerance changes the thermal result by an hour or two. Both are preventable with a reference sample, a parameter sheet and a change-control clause.
The first order is judged on the sample and the reorder is judged against the first order, which is a harder comparison because the customer has the earlier bag in their hand. Consistency between runs is where insulated bag programmes are won or lost, and the drift is not mysterious: it comes from three variables that are rarely written down at approval. This piece sets out what moves, how much it moves, and what has to be recorded at first approval to stop it.
What Actually Drifts Between Two Runs?
Three things, and in this order: the weld, the foam and the film. Weld drift is the most damaging because it is invisible until the bag leaks. Foam drift is the most common because density and cell structure vary by lot within a tolerance that nobody specifies. Film drift is the most annoying because it changes the weld window, so a film substitution causes a weld problem that looks like a workmanship problem.
| Variable | Typical drift between runs | What it does to the bag |
|---|---|---|
| Weld energy and dwell | 3 to 8% from a set-from-memory machine | Peel strength down; leaks at the seam appear in the field |
| Foam density | 5 to 10% across lots inside one specification | An hour or two of ice retention, and a different hand feel |
| Foam thickness after compression | 0.3 to 0.8 mm | A measurable change in the thermal result |
| Film surface energy or coating | Changes with the lot or the converter | The weld window moves; the same parameters now under-weld |
| Panel stack-up | One layer substituted for an equivalent | The heat path changes and the duty cycle changes with it |
| Closure hardware | A slider or tape from a different source | The seal changes and the cycle life changes |
None of those is a defect in the ordinary sense. Every one of them can sit inside a written specification and still produce a bag that behaves differently from the one the customer approved. That is why consistency is a documentation problem: the tolerance has to be narrower than the specification, and the parameter that produced the approved sample has to be the parameter that produces the second run.
Why Does Weld Strength Drift?
Because a weld is set by four numbers — energy, dwell, pressure and electrode or jaw condition — and the fourth changes every day. Operators change, electrodes wear, ambient temperature and humidity move, and the film lot changes underneath all of it. Where the first three were never written down, each run is set by the operator, who does what the last run looked like and gets something close but not the same.
The observable result is peel strength. A seam that welded at full strength on the approved sample can sit 10 to 20% below it on the second run and still pass a visual inspection, because the failure is in the bond rather than in the appearance. The leak then appears in service — in a delivery vehicle, in a customer kitchen — which is the most expensive place for it to appear. A peel test on five units per run costs minutes and finds it first.
Why Does Foam Drift?
Closed-cell foam is made to a density and a thickness with a tolerance, and both ends of the tolerance are legitimate. A 8 mm polyethylene foam specified as 8 mm can arrive at 7.4 mm after lamination compression, and the density can sit at either end of the range without the supplier being wrong. Neither is a rejection, and together they move the thermal result by enough to matter at the margin.
The margin is where insulated bag programmes live. A 12-hour bag built at the short end of both tolerances becomes a ten-hour bag, and a ten-hour bag that is sold as twelve hours is a returns problem rather than an engineering one. The fix is to specify the foam by density and thickness, to record the lot that produced the approved sample, and to test the thermal result on the incoming lot rather than only on the finished bag.
What Does Film Variation Do to the Weld?
Everything. A weld is made between two surfaces, and the surface is the film. A change of coating, a change in the slip additive, a different converter running the same specification, or a film that has sat in storage long enough for the treatment to decay will all move the weld window, sometimes by a wide margin. The same parameter sheet that produced a clean seam on run one produces a cold weld on run two, and the operator is blamed for it.
This is why the film supplier belongs in the specification rather than in the purchasing decision. Naming the producer and the grade, and requiring written notice before a substitution, converts a weld problem into a conversation. Where a substitution is unavoidable — a producer discontinues a grade — the correct response is a fresh parameter trial on the new film and a re-approval, not a quiet change on the line.
How Does the Thermal Result Move When Those Three Move?
Additively, and the sum is larger than most people expect. A film that welds slightly cold leaves a marginally wider seam path through which heat enters; foam at the light end of its density tolerance reduces the resistance of the wall; and a panel stack-up that is one layer thinner reduces it again. Individually each is a few per cent; together they are the difference between a bag that holds its rated window and one that misses it by two hours.
The useful discipline is to treat the thermal result as a measured output rather than a property of the design. Run the same protocol on the first article of every run — the same load, the same starting temperature, the same ambient and the same endpoint — and record the hours. Three runs of data tell you whether the process is stable, and one run that is two hours short tells you something has moved before the customer tells you.
What Is a Reference Sample Really For?
It is the physical definition of the specification, and it is the only one that survives an argument. A drawing can be read two ways; a sealed reference unit, held with its parameter sheet and its material lot references, cannot. Where a reorder is in question, the reference settles it in a minute: the two bags are compared side by side, on the seam, on the wall thickness, on the hand feel and on the thermal result.
Two references are better than one, and the second is the one people forget: a cut-away or a retained panel stack-up, showing the film, the foam and the liner in section with the weld. A finished bag hides everything that matters and a cut-away shows all of it. Both should be retained against the programme, with the approval date, and both should be what the reorder is matched against.
What Should Be Recorded at Approval?
Ten fields, and they fit on the parameter sheet that should have been produced during sampling anyway. They are the difference between a reorder that repeats and a reorder that is re-developed, and every one of them is available at the moment of approval at no cost. None of them can be reconstructed later, because the machine will have been reset and the lot will have been used up.
- Weld method
- RF, hot air, hot wedge or sewn, with the machine class
- Weld parameters
- Energy or temperature, dwell, pressure, and the electrode or jaw condition
- Peel strength
- Measured on the approved sample, with the method and the units
- Film
- Producer, grade, thickness and coating, with the lot reference
- Foam
- Type, density, thickness and supplier, with the lot reference
- Panel stack-up
- Every layer in order, with the adhesive or the lamination method
- Closure
- Brand, gauge or width, cycle rating and supplier
- Thermal result
- The protocol and the measured hours on the approved sample
- Reference samples
- A sealed unit and a cut-away, held with the approval date
- Change control
- Written notice required before any substitution
The last two rows are the ones that decide the outcome. A thermal result recorded as a number means the second run can be compared rather than argued about, and a change-control clause means a substitution becomes a decision instead of an accident. Where a programme is expected to repeat, those two rows are worth more than any other pair on the sheet.
How Is a Reorder Inspected Differently?
Against the reference rather than against the drawing, and with two added checks. The first is a peel test on the seam, on five units drawn across the run, measured against the value recorded at approval. The second is a thermal check on one unit against the recorded protocol. Both are quick, both cost little, and both catch the drift that a visual inspection at AQL 2.5 will not see, because drift is not a defect.
| Check | On the first order | On a reorder | Why the two differ |
|---|---|---|---|
| Visual inspection at AQL 2.5 | 50 units, accept 3 and reject 4 | The same plan | Appearance and function defects do not change between runs |
| Peel test on the seam | Against the specification minimum | Against the value recorded at approval | Drift shows in the bond, not in the appearance |
| Thermal protocol | On the approved sample | On one first-article unit per run | Foam and panel drift show up as hours |
| Reference comparison | The reference is created | The reference is the benchmark | A sealed unit settles an argument in minutes |
| Material lot check | The lot is recorded | The lot is compared and challenged | A new lot can mean a new declaration |
The sampling plan itself does not change: ISO 2859-1 General Inspection Level II, AQL 2.5 for major defects, code letter H and 50 units on a 500-piece order, with accept 3 and reject 4. What changes is what sits alongside it. An inspector holding a reference unit and a peel value is inspecting for consistency; an inspector holding only a drawing is inspecting for appearance.
When Is a Change a Change?
Any substitution in the bill of materials, any new tool, any change of producer, and any parameter that has to be re-set from scratch. Those are the four that require written notice and, in most cases, a re-approval. What does not require notice is a parameter adjustment inside the recorded window to hold the recorded peel strength — that is the machine doing its job, and it is exactly why the window was recorded.
The test for whether something needed notice is simple: could it change the thermal result, the seam strength or the appearance the customer approved. If yes, it needed notice. That standard is deliberately conservative, because the cost of a notice is an email and the cost of an unnotified change is a reorder that the customer rejects on receipt, at which point the argument is about trust rather than about millimetres.
What Does Drift Cost in the Field?
More than it costs in the factory, which is the reason to spend the money there. A seam that is 10% weaker does not fail in the bag maker test area; it fails in a delivery vehicle in week six, and the cost of that failure is a replacement, a credit note, a review and, where the programme is retail, a conversation with a buyer who has other suppliers. A foam lot at the light end does not fail at all; it just quietly makes every bag in the run an hour worse.
The asymmetry is what makes consistency worth engineering. Every hour spent recording parameters at first approval is bought back several times on the second run, and every hour spent arguing about whether the second run matches the first is an hour that no one can invoice. Programmes that hold their second order are the ones that treated the first approval as documentation rather than as a formality.
How Do You Close the Loop on Run Two?
Three steps, in order: set the machine from the recorded parameters rather than from memory; take the first article off the line and peel-test it against the recorded value before running the batch; and run the recorded thermal protocol on that first article. If all three match, the run is consistent and the rest of it is ordinary inspection. If one does not, stop and find out why before the batch is committed.
Then record the second run the same way, including the lot references, and compare it to the first. Two data points establish whether the process is stable; three establish whether it is drifting slowly, which is the pattern that catches programmes out in year two. The record is short, it takes minutes, and it is the whole of what makes a reorder repeatable.
What Are the Commercial Terms on a Repeat?
The same frame, with one useful difference: MOQ 500 pcs per style and colourway, and 300 pcs open to discussion on a repeat, because the tooling, the parameters and the reference already exist. Bulk remains 35-50 days from written approval, inspection remains at AQL 2.5 under ISO 2859-1 General Inspection Level II, terms remain T/T 30/70 and FOB Xiamen.
The difference that matters is at the front of the calendar. Where the parameter sheet and the reference samples were retained, the sampling stage on a repeat is a confirmation unit of three to five working days rather than six to ten, or it is skipped entirely where nothing in the build has changed. That saving is the commercial return on the documentation, and it is the reason a well-documented first order is worth more than a slightly lower unit price.
Make the second run match the first
Send the specification, the quantity and, if you have one, the unit you want matched. You get a parameter sheet and a reference protocol for the reorder within one business day.


Frequently Asked Questions
Why does my reorder not match the first order?
Because three variables drift: the weld parameters, the foam lot and the film surface. None of them is a defect on its own.
How much does weld strength drift between runs?
Enough to matter. A machine set from memory rather than from a recorded sheet can sit three to eight per cent off, which is visible in peel strength and invisible in appearance.
How much does foam density vary between lots?
Five to ten per cent inside a single specification, with thickness moving by a few tenths of a millimetre after lamination.
What is a reference sample for?
It is the physical definition of the specification. Held with its parameter sheet and lot references, it settles a reorder comparison in minutes.
What should be recorded at first approval?
The weld parameters, the peel strength, the film and foam with their lots, the panel stack-up, the closure, the thermal result and the reference samples.
How is a reorder inspected differently?
Against the reference rather than the drawing, with a peel test on five units and a thermal check on one, alongside the usual AQL 2.5 plan.
When does a substitution need written notice?
Any change in the bill of materials, any new tool, any change of producer, and any parameter that has to be set from scratch.
Does AQL 2.5 catch drift?
No. Drift is not a defect class. It passes a visual inspection and shows up in service or in a measured thermal result.
How many units are inspected on a 500-piece order?
Code letter H at General Inspection Level II: 50 units, accept 3 and reject 4 at AQL 2.5 for major defects.
What is the minimum quantity on a repeat?
MOQ 500 pcs per style and colourway; 300 pcs is open to discussion on a repeat because the setup already exists.
How much faster is sampling on a repeat?
A confirmation unit takes three to five working days instead of six to ten, and can be skipped where nothing in the build has changed.
What are the programme terms?
MOQ 500 pcs, sampling 6-10 working days, bulk 35-50 days from written approval, AQL 2.5 under ISO 2859-1, T/T 30/70, FOB Xiamen.
How do I stop drift on the second run?
Set the machine from the recorded parameters, peel-test the first article against the recorded value, and run the recorded thermal protocol before committing the batch.
Is a recorded thermal result per run worth the effort?
Yes. Two runs of data show whether the process is stable; three show whether it is drifting slowly, which is what catches programmes out in year two.
People Also Ask
Why is my second bag order different from the first?
Weld parameters, foam lot and film surface all drift; none of them is a defect on its own.
How do I make a reorder match the original?
Record the parameters at first approval, keep a sealed unit and a cut-away, and inspect against both.
What is a weld parameter sheet?
The recorded energy, dwell, pressure and electrode condition that produced the approved sample, reused on the repeat.
How much does foam density vary?
Five to ten per cent between lots inside one specification, plus a few tenths of a millimetre after lamination.
Does AQL inspection catch inconsistency between runs?
No. Consistency needs a peel test and a thermal check against the recorded values, not a visual sample.
Sources and further reading
Every figure on this page is either our own programme data or attributed below. Open the originals before you write them into a specification.
- ISO 9001 — Quality management systemsInternational Organization for Standardization
- ISO 2859-1:1999 Sampling procedures for inspection by attributesInternational Organization for Standardization
- ASTM D6193 — Standard practice for stitches and seamsASTM International