Process residence-time distribution calculator

Calculate normalized sampled E and mean residence time with your own figures.

Your numbers

Use the units shown. Results update as you change valid inputs.

Use normalized sampled E and mean residence time to compare changes to your inputs. The method and limits below explain the scope.

Examples

Examples

Try the starting example

Tracer times (minutes)
0,1,2,3,4
Blank-corrected tracer concentrations
0,1,2,1,0
Normalized sampled E(t) (1/minute)
[0,0.25,0.5,0.25,0]
Mean residence time (minutes)
2
Residence-time variance (minutes²)
0.5

Try another scenario

Tracer times (minutes)
[0, 1, 2, 3, 4]
Blank-corrected tracer concentrations
[0, 1, 3, 2, 0]
Normalized sampled E(t) (1/minute)
[0,0.166666666667,0.5,0.333333333333,0]
Mean residence time (minutes)
2.166667
Residence-time variance (minutes²)
0.472222
Calculation method

Calculation method

Normalized sampled E(t) (1/minute)

Concentration divided by trapezoidal concentration-time integral.

Mean residence time (minutes)

Trapezoidal integral t C(t) / integral C(t).

Residence-time variance (minutes²)

Trapezoidal integral (t−mean)² C / integral C.

Symbols and units
a
Tracer times (minutes)
b
Blank-corrected tracer concentrations

Use the units shown. A list keeps the order in which you enter its values. The symbol ^ means “raised to the power of”.

Assumptions & limits

Assumptions & limits

  • Tracer concentration-time samples. Returns Normalized distribution and mean residence. All coefficients and observations are user supplied; results describe only the stated mathematical model. Quantities are deterministic calculations from supplied observations and assumptions; no external data is fetched. Supported limits: Finite inputs only; numeric fields bounded as labelled. Lists and JSON records are limited to 256 entries unless a stricter tool bound is stated. No automatic design approval, legal conclusion, treatment recommendation or safety certification. Tracer times (minutes): minimum 0, maximum 1000000000000.0. Blank-corrected tracer concentrations: minimum 0, maximum 1000000000000.0.
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