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Melt Residence Time, Thermal History & IV Loss Risk

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Thermal loss is an extruder problem. Hydrolytic loss was decided in the dryer.

Thermal History Where the melt has been and for how long
deg C
deg C
min
deg C

The temperature the equivalent time is expressed at

Kinetics & Moisture Rate constants for the polymer and the water it carried in
kJ/mol

PET main-chain scission is typically 100-140

dL/g/min
ppm
dL/g/ppm/min
dL/g

Predicted IV Loss

— dL/g

Thermal and hydrolytic scission combined

Rate, Split & Time Budget

Thermal Component
— dL/g
Hydrolytic Component
— dL/g
Hydrolytic Share of the Loss
— %
Equivalent Time at Reference
— min
Rate Ratio vs Reference
— x
Effective Melt Temperature
— deg C
Residence Time the Budget Allows
— min

Both mechanisms are treated as first order and independent, which is a simplification: hydrolysis is autocatalytic through the carboxyl end groups it generates, so a badly dried melt degrades faster as it goes and this will read low for high moisture. The single residence time is a mean, and the damage in a real machine is dominated by the tail of the distribution rather than the mean, so a machine with dead volume will lose more IV than this predicts while appearing correct on paper. The rate constants are grade-specific and must be calibrated against a measured chip-to-yarn IV pair before absolute predictions are trusted; the rate ratio and the equivalent time are far more transferable and are the outputs to rely on when comparing conditions. Thermo-oxidative degradation from air ingress at the hopper throat is not modelled and can dominate everything here if it is present.

Using this calculator

About the Melt Residence Time, Thermal History & IV Loss Risk

The formula

This is the expression the tool evaluates. Every term is named underneath, with the unit it must be supplied in.

The melt is hotter than the setpoint
effectiveMeltTemp = meltTemperature + shearHeating

Viscous dissipation in the screw, the pump and the pack raises the melt above the barrel setting, and the excess grows with screw speed and with pack pressure. It is real temperature and it drives the kinetics; using the setpoint alone understates the degradation.

Arrhenius rate ratio
rateRatio = exp( activationEnergy x 1000 / 8.3145 x ( 1 / Tref_K - 1 / T_K ) )

The absolute rate constants for polyester scission are poorly agreed between sources, but their ratio between two nearby temperatures is governed only by the activation energy and is far better behaved. Working in ratios is what makes this predictive rather than speculative.

Thermal history as a single number
equivalentTime = residenceTime x rateRatio

Time at one temperature is exchangeable for time at another through the rate ratio. Expressing every route through the machine as an equivalent time at one reference makes a hot short path and a cool long path directly comparable, which is the only way to argue about pack design and dwell.

Two mechanisms, separately
thermalLoss = thermalRateRef x rateRatio x t hydrolyticLoss = hydrolysisCoefficient x moisture x rateRatio x t

Both are first order in time and share the temperature dependence, but only the hydrolytic term scales with the water present. Splitting them is what tells you whether to change the extruder or the dryer.

Symbols used above
SymbolStands forUnit
EaActivation energy for chain scissionkJ/mol
RUniversal gas constant, 8.3145 J/mol KJ/mol K
t_eqEquivalent time at the reference temperaturemin
IVIntrinsic viscosity, the measure of chain lengthdL/g

How the result is derived

Step by step, from the values you type to the figure on screen.

  1. The 9 inputs are read from the form on every keystroke: Set Melt Temperature, Shear Heating Above Set Point, Melt Residence Time, Reference Temperature, Activation Energy, Thermal IV Loss Rate at Reference, Moisture Entering the Extruder, Hydrolysis Coefficient and Allowable IV Loss.
  2. Each value is checked against the accepted range in the input table below. A value outside its range stops the calculation rather than producing a misleading figure — the results blank out and a message appears.
  3. The validated values are substituted into the expression above, which resolves Predicted IV Loss together with every supporting figure in one pass — no value is carried over from a previous entry.
  4. The supporting outputs — Thermal Component, Hydrolytic Component, Hydrolytic Share of the Loss, Equivalent Time at Reference, Rate Ratio vs Reference, Effective Melt Temperature and Residence Time the Budget Allows — come from the same pass, so they always describe the same case as the headline figure.
  5. Results are rounded for display only. The full-precision value is used throughout the chain, so reading a rounded intermediate figure back into the tool by hand can shift the last digit.

What each input means

Where to read each value on the floor, the unit it must be in, and the range the tool accepts.

InputUnitAccepted rangeDefaultWhat it means
Set Melt Temperaturedeg C200 to 340 deg C285
Shear Heating Above Set Pointdeg C0 to 40 deg C8
Melt Residence Timemin0.5 to 60 min8
Reference Temperaturedeg C200 to 340 deg C280The temperature the equivalent time is expressed at
Activation EnergykJ/mol60 to 250 kJ/mol120PET main-chain scission is typically 100-140
Thermal IV Loss Rate at ReferencedL/g/min0.0001 to 0.05 dL/g/min0.0025
Moisture Entering the Extruderppm0 to 2000 ppm50
Hydrolysis CoefficientdL/g/ppm/min0 to 0.0001 dL/g/ppm/min0
Allowable IV LossdL/g0.005 to 0.2 dL/g0.03

What the tool returns

The headline figure and every supporting value it is built from.

OutputUnitWhat it tells you
Predicted IV Loss (headline result)dL/gThermal and hydrolytic scission combined
Thermal ComponentdL/g
Hydrolytic ComponentdL/g
Hydrolytic Share of the Loss%
Equivalent Time at Referencemin
Rate Ratio vs Referencex
Effective Melt Temperaturedeg C
Residence Time the Budget Allowsmin

Worked example

Given

0
Melt set to 285 C with 8 C of shear heating, 8 minutes residence
1
Reference 280 C, activation energy 120 kJ/mol
2
50 ppm moisture entering the extruder
3
Thermal rate 0.0025 dL/g per minute at reference, IV budget 0.03

Substituting

Effective temperature = 285 + 8 = 293 C, so T = 566.15 K against Tref = 553.15 KrateRatio = exp(120000 / 8.3145 x (1/553.15 - 1/566.15)) = exp(0.599) = 1.8205thermalLoss = 0.0025 x 1.8205 x 8 = 0.0364 dL/ghydrolyticLoss = 6e-6 x 50 x 1.8205 x 8 = 0.0044 dL/gsafeResidence = 0.03 / (0.00455 + 0.00055) = 5.89 min

Answer

0
Total IV loss 0.0408 dL/g
1
Thermal 0.0364, hydrolytic 0.0044 - a 10.7% hydrolytic share
2
Equivalent time 14.56 min at 280 C, rate ratio 1.82
3
Effective melt temperature 293 C
4
The 0.03 budget allows only 5.89 minutes

Eight degrees of shear heating nobody measured is doing most of the damage: it alone raises the rate by 82% over the reference, and the eight-minute residence the machine was designed around is already 36% over the budget.

How to use it

  1. Work through the input groups in order — Thermal History and Kinetics & Moisture. The defaults are a realistic case, so you can change one value at a time and watch what moves.
  2. There is no calculate button. Every figure recalculates as you type or drag, which is what makes this usable for a what-if sweep rather than a single answer.
  3. Read Predicted IV Loss in the dark results panel — that is the headline figure, expressed in dL/g.
  4. Check the supporting rows underneath (Thermal Component, Hydrolytic Component, Hydrolytic Share of the Loss, Equivalent Time at Reference, Rate Ratio vs Reference, Effective Melt Temperature and Residence Time the Budget Allows) before acting on the headline — they are where an implausible input usually shows itself first.
  5. Reset to defaults returns every field to the reference case, which is the quickest way to check whether a surprising result came from the tool or from an input you had changed earlier.

Where this is used

  • Process planning — establishing Predicted IV Loss before a trial is booked, so machine time and material in Polymer Rheology & Synthetic Extrusion are committed against a calculated figure rather than an estimate.
  • Costing and quotation — Predicted IV Loss is an input to the cost sheet, and quoting from a worked number rather than a remembered one is what keeps a margin intact.
  • Troubleshooting — when the floor result drifts from plan, entering the measured values (starting with Set Melt Temperature) shows how much of the gap in Predicted IV Loss each variable explains.
  • Teaching and study — the accepted ranges bracket normal Polymer Rheology & Synthetic Extrusion practice, so moving one variable at a time shows the shape of the relationship rather than a single answer.

Reading the result

Typical bands and what each one is telling you.

ValueWhat it indicates
Below 0.02 dL/gHealthy line. Normal chip-to-yarn IV loss for a well-set extruder.
0.02 - 0.04 dL/gTypical commercial loss. Worth attention if the yarn is high-tenacity.
Above 0.06 dL/gInvestigate. Look at dead spots in the pack and at residence in the transfer line first.
Hydrolytic share above 40%A dryer problem wearing an extruder costume. No screw or temperature change will fix it.

Assumptions and limits

  • Both mechanisms are treated as first order and independent, which is a simplification: hydrolysis is autocatalytic through the carboxyl end groups it generates, so a badly dried melt degrades faster as it goes and this will read low for high moisture. The single residence time is a mean, and the damage in a real machine is dominated by the tail of the distribution rather than the mean, so a machine with dead volume will lose more IV than this predicts while appearing correct on paper. The rate constants are grade-specific and must be calibrated against a measured chip-to-yarn IV pair before absolute predictions are trusted; the rate ratio and the equivalent time are far more transferable and are the outputs to rely on when comparing conditions. Thermo-oxidative degradation from air ingress at the hopper throat is not modelled and can dominate everything here if it is present.
  • Every input is bounded to the range normal practice occupies (Set Melt Temperature 200 to 340 deg C, Shear Heating Above Set Point 0 to 40 deg C and Melt Residence Time 0.5 to 60 min, and so on for the rest). Those bounds are guard rails against typing errors, not a claim that the formula fails one unit outside them.
  • The calculation is deterministic: the same inputs always give the same result. It carries no allowance for machine condition, operator skill, ambient conditions or lot-to-lot material variation unless an input above explicitly represents one.
  • Nothing is sent anywhere. The maths runs in your browser, so the numbers you type never leave the page.

Standards and further reading

  • ASTM D4603 - Inherent Viscosity of PET by Glass Capillary Viscometer, the measurement this predicts a change in.
  • ISO 1628-5 - Determination of viscosity number of thermoplastic polyester.
  • ISO 15512 - Determination of water content in plastics, for the moisture input.
  • ASTM D3418 - Transition temperatures by DSC, used to establish the safe melt window.

Questions people ask

How do I find the real residence time in my extruder?

Measure it with a tracer: introduce a masterbatch pulse and time its appearance at the spinneret. The calculated figure from screw volume and throughput gives the mean, but the distribution is what damages polymer - a dead spot in a transfer line or a poorly swept pack corner can hold material for many times the mean, and that fraction degrades badly and appears intermittently as gels or as an IV that does not match the average. Mean residence tells you the centre; the tail is what fails.

Are the default rate constants reliable for my polymer?

Treat them as starting values and calibrate. Published absolute rates for PET scission vary by more than an order of magnitude between studies, because they depend on catalyst residues, comonomer, stabiliser and end-group chemistry that differ between grades. What transfers well is the activation energy, and therefore the rate ratio, so use the tool to compare conditions rather than to predict an absolute loss until you have fitted the constants to a measured chip-to-yarn IV pair on your own line.

Why does 8 C of shear heating matter so much?

Because the Arrhenius dependence is exponential and steep. At 120 kJ/mol near 285 C, the rate roughly doubles every 13 C, so eight degrees is already a factor of 1.5. Shear heating is also the least controlled temperature in the process - it is not on any display, it rises with screw speed and with pack pressure as the filter blinds, and it means the melt at the end of a pack cycle is hotter than at the start. Rising IV loss through a pack life with no setting changed is usually this.

What is the equivalent time figure actually for?

Comparing routes that are not otherwise comparable. A short hot path through a small pack and a long cool path through a large one can be argued about endlessly in their own units; converted to equivalent minutes at one reference temperature, one of them is simply larger. It is also how a spinning position with an unusually long transfer line is shown to be equivalent to running the rest of the line ten degrees hotter, which is a conversation about pipework rather than about setpoints.

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