MonteCarloOptions

Monte Carlo settings.

Usage

Source

MonteCarloOptions(
    bias_cov=0.35,
    crr_sigma_ln=0.2,
    dphi_bound=2.5,
    target_noise=True,
    ci_target=0.02,
    chunk=100,
    max_realizations=1200,
    seed=None,
)

Attributes

bias_cov: float

Coefficient of variation of the lognormal capacity-formula bias (mean 1), drawn per realization.

crr_sigma_ln: float

Log standard deviation of the lognormal multiplier on the cyclic resistance ratio (median 1), drawn per realization.

dphi_bound: float

Half-width of the uniform shift of the friction angle correlation line, deg, drawn per realization.

target_noise: bool

Add independent normal noise to each foot’s capacity target with the robust standard deviation of the raw-minus-smoothed residuals.

ci_target: float

Stop when the 95 percent confidence half-width of the mean long-term capacity is below this fraction of the mean.

chunk: int

Realizations between convergence checks.

max_realizations: int

Upper limit on realizations.

seed: int or None

Seed of the random number generator.