engine.pipeline.time_series Namespace Reference

Functions
Tuple[np.ndarray, np.ndarray]	generate_pressure_profile (str profile_type, float start_value, float end_value, float duration, int n_steps, **params)

Function Documentation

generate_pressure_profile()

Tuple[np.ndarray, np.ndarray] engine.pipeline.time_series.generate_pressure_profile	(	str	profile_type,
		float	start_value,
		float	end_value,
		float	duration,
		int	n_steps,
		**	params )

Generate a pressure profile over time using analytic functions.

Parameters
----------
profile_type : str
    One of "linear", "exponential", or "power".
start_value : float
    Initial pressure value (arbitrary units – caller handles unit conversion).
end_value : float
    Final pressure value at t = duration.
duration : float
    Total time span in seconds.
n_steps : int
    Number of discrete samples (>= 2).
params : dict
    Additional shape parameters. Supported keys:
        - decay_constant (exponential): positive float controlling curvature (default 3.0)
        - power (power): exponent > 0 (default 2.0)

Returns
-------
times : np.ndarray
    Array of monotonically increasing time values in seconds (size n_steps).
values : np.ndarray
    Pressure values corresponding to `times` (same units as inputs).

Definition at line 8 of file time_series.py.

References max.