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Kubelka-Munk K/S Colour Formulation Predictor

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See what it looks like

Reflectance does not add up; K/S does. That single change of variable is what turns colour matching from guesswork into arithmetic.

Measured Sample At the peak wavelength
%
%
% owf
Target Standard
%

Sample K/S

—

Kubelka-Munk function of the measured reflectance

Formulation

Substrate K/S
—
Unit K/S per % owf
—
Target K/S
—
Concentration for Target
— % owf
Concentration Factor
— ×

Single-constant Kubelka-Munk on one wavelength. A real match is solved across the whole spectrum and needs the two-constant form for mixtures with white pigment; treat this as the single-dye build-up, not a full recipe engine.

Using this calculator

About the Kubelka-Munk K/S Colour Formulation Predictor

The formula

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

Sample K/S
sampleKS = f( reflectance, substrateReflectance, dyeConcentration, targetReflectance )

Each input feeds the expression evaluated in the browser; the symbol table below names every term and its unit.

Symbols used above
SymbolStands forUnit
reflectanceSample Reflectance%
substrateReflectanceUndyed Substrate Reflectance%
dyeConcentrationDye Concentration Applied% owf
targetReflectanceTarget Reflectance%
sampleKSSample K/S—
substrateKSSubstrate K/S—
unitKSUnit K/S per % owf—
targetKSTarget K/S—
requiredConcentrationConcentration for Target% owf
concentrationFactorConcentration Factor×

How the result is derived

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

  1. The 4 inputs are read from the form on every keystroke: Sample Reflectance, Undyed Substrate Reflectance, Dye Concentration Applied and Target Reflectance.
  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 Sample K/S together with every supporting figure in one pass — no value is carried over from a previous entry.
  4. The supporting outputs — Substrate K/S, Unit K/S per % owf, Target K/S, Concentration for Target and Concentration Factor — 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
Sample Reflectance%0.1 to 99.9 %8
Undyed Substrate Reflectance%1 to 99.9 %85
Dye Concentration Applied% owf0.001 to 20 % owf1.5
Target Reflectance%0.1 to 99.9 %5

What the tool returns

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

OutputUnitWhat it tells you
Sample K/S (headline result)—Kubelka-Munk function of the measured reflectance
Substrate K/S—
Unit K/S per % owf—
Target K/S—
Concentration for Target% owf
Concentration Factor×

Worked example

Given

Sample Reflectance
8 %
Undyed Substrate Reflectance
85 %
Dye Concentration Applied
1.5 % owf
Target Reflectance
5 %

The tool loads with this case already solved — the Sample K/S shown above is its answer. Change one value and the difference from this baseline is the sensitivity of the result to that variable.

How to use it

  1. Work through the input groups in order — Measured Sample and Target. 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 Sample K/S in the dark results panel — that is the headline figure, expressed in the unit shown.
  4. Check the supporting rows underneath (Substrate K/S, Unit K/S per % owf, Target K/S, Concentration for Target and Concentration Factor) 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 Sample K/S before a trial is booked, so machine time and material in Advanced Colour Physics & Wet Processing are committed against a calculated figure rather than an estimate.
  • Costing and quotation — Sample K/S 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 Sample Reflectance) shows how much of the gap in Sample K/S each variable explains.
  • Teaching and study — the accepted ranges bracket normal Advanced Colour Physics & Wet Processing practice, so moving one variable at a time shows the shape of the relationship rather than a single answer.

Assumptions and limits

  • Single-constant Kubelka-Munk on one wavelength. A real match is solved across the whole spectrum and needs the two-constant form for mixtures with white pigment; treat this as the single-dye build-up, not a full recipe engine.
  • Every input is bounded to the range normal practice occupies (Sample Reflectance 0.1 to 99.9 %, Undyed Substrate Reflectance 1 to 99.9 % and Dye Concentration Applied 0.001 to 20 % owf, 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.

Questions people ask

What do I need to know before using the Kubelka-Munk K/S Colour Formulation Predictor?

Have these to hand: Sample Reflectance, Undyed Substrate Reflectance, Dye Concentration Applied and Target Reflectance. With those entered, the tool returns Sample K/S immediately.

What exactly is Sample K/S?

Kubelka-Munk function of the measured reflectance. It is derived from Sample Reflectance, Undyed Substrate Reflectance, Dye Concentration Applied and Target Reflectance, and is the figure the rest of the Advanced Colour Physics & Wet Processing calculation is built around.

Which units does this calculator expect?

Enter Sample Reflectance in %, Undyed Substrate Reflectance in %, Dye Concentration Applied in % owf and Target Reflectance in %. Mixing unit systems is the most common cause of a result that looks an order of magnitude wrong — convert before typing, not after reading.

What are the other figures under the main result?

They are the intermediate quantities the calculation passes through: Substrate K/S, Unit K/S per % owf, Target K/S, Concentration for Target and Concentration Factor. They are shown because a headline number nobody can trace is a number nobody trusts — checking them against your own expectation is the fastest way to confirm the inputs were read as you intended.

Can I rely on this for a production decision?

Single-constant Kubelka-Munk on one wavelength. A real match is solved across the whole spectrum and needs the two-constant form for mixtures with white pigment; treat this as the single-dye build-up, not a full recipe engine. Treat the output as an engineering estimate that narrows the trial window, not as a substitute for the trial.

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