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Stretched Exponential Decline Calculator

q(t)=q^iexp⁡[−(tτ)n]q(t)=\hat q_i\exp\left[-\left(\frac{t}{\tau}\right)^n\right]
Tabular solver

Inputs

4 variables

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Calculate stretched exponential oil rate from fitted initial rate, characteristic time and exponent. Check the time basis and model limitations.

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Engineering reference summary

Calculation context and source notes

Evaluate a stretched exponential production-rate curve from its fitted initial rate, characteristic time and exponent. This calculator adds a distinct time-rate model to the Arps family; it does not fit production history or estimate recoverable reserves.

Use a previously fitted parameter set to reproduce a rate at a selected elapsed time or compare forecast sensitivity. The elapsed time and characteristic time must both be in days, and the time origin must match the history used for fitting.

Solves for

q_t (STB/day)

Check the characteristic time

With a fitted oil rate of 1,000 STB/day, tau = 365 days, n = 0.5 and t = 365 days, the dimensionless ratio t/tau is one. The exponential argument is therefore -1 and the calculated rate is 367.879441 STB/day. This is a synthetic check, not a fitted well history.

At t = 0 the rate is 1,000 STB/day. At t = 4 tau the square-root exponent gives exp(-2), or 135.335283 STB/day. When n = 1, the model becomes ordinary exponential decline with nominal decline coefficient 1/tau.

Check the characteristic time
Elapsed time (day)Oil rate (STB/day)
01,000
365367.879441
1,460135.335283

A rate evaluator is not a history match

Separate a model's arithmetic from its suitability for a reservoir. Before extending a fitted curve, review the production interval, shut-ins, rate constraints and changes in completion or operating conditions. A smooth forecast is not evidence that those future conditions will remain unchanged.

The initial-rate inverse recovers the fitted amplitude for a supplied rate and the same tau, n and t. It cannot infer all three parameters from one test point. For n below one, the rate remains finite at the origin even though its instantaneous decline derivative is singular there; this page evaluates rate, not that derivative.

Related source-backed guides

Formula reference

Formula, variables, and default calculation

q(t)=q^iexp⁡[−(tτ)n]q(t)=\hat q_i\exp\left[-\left(\frac{t}{\tau}\right)^n\right]

Reproducible default result

With the default values shown below, the calculation returns q_t = 367.879441 STB/day. Defaults demonstrate the implementation; they are not recommended field values.

q_iSTB/day

1000

tauday

365

ndimensionless

0.5

tday

365

Input definitions

q_i

STB/day

Fitted Rate at the Model Time Origin

tau

day

Characteristic Decline Time

n

dimensionless

Stretched Exponential Exponent (0 < n <= 1)

t

day

Elapsed Time from the Fitted Origin

Output definitions

q_t

STB/day

Oil Rate at Elapsed Time

q_i

STB/day

Fitted Rate at the Model Time Origin

Engineering use, assumptions, and limits

Use a previously fitted parameter set to reproduce a rate at a selected elapsed time or compare forecast sensitivity. The elapsed time and characteristic time must both be in days, and the time origin must match the history used for fitting.

Assumptions

  • The fitted parameters and time origin describe the same production-history segment.
  • Characteristic time is positive and the implemented stretched range is 0 < n <= 1.

Limitations

  • No production-data fitting, cumulative integration, economic cutoff or EUR calculation is performed.
  • An empirical rate curve does not establish a flow regime or account for future operating changes.

Common mistakes

  • Treating the fitted initial-rate parameter as a measured peak rate without checking the time origin.
  • Entering months for t while tau remains in days, or treating n as an Arps b-factor.

Frequently asked questions

What inputs does the Stretched Exponential Decline Rate calculator need?

The calculation uses Fitted Rate at the Model Time Origin (q_i), Characteristic Decline Time (tau), Stretched Exponential Exponent (0 < n <= 1) (n), Elapsed Time from the Fitted Origin (t). Enter values on the units shown beside each field.

What result does this calculator return?

The primary result is oil rate at elapsed time in STB/day. The formula section shows the declared relationship, variables, and a reproducible default calculation.

What should I check before using the result?

Confirm the unit basis, source applicability, and input quality. No production-data fitting, cumulative integration, economic cutoff or EUR calculation is performed. Treating the fitted initial-rate parameter as a measured peak rate without checking the time origin.

Source and record status

Source metadata identifies the relationship implemented by the calculator. Check the cited edition, unit basis, and scope against the engineering case before operational use.

reviewedguidance published

Decline-Curve Analysis for Gas Wells, T. A. Blasingame (2016)

T. A. Blasingame, Texas A&M P613 Lecture 8: Decline-Curve Analysis for Gas Wells (2016), slide 34, stretched exponential relation. Oil-rate units selected here; the rate relation is homogeneous in rate.

Open source reference

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