CADETProcess.stationarity.StationarityEvaluator

class CADETProcess.stationarity.StationarityEvaluator(name)

Class for checking two succeding chromatograms for stationarity.

Attributes:

aggregated_parameters

dict: Aggregated parameters of the instance.

bad_metrics

list: Worst case metrics for all difference metrics.

criteria

list: List of criteria.

labels

list: List of metric labels.

metrics

list: List of difference metrics.

missing_parameters

list: Parameters that are required but not set.

n_diffference_metrics

int: Number of difference metrics in the Comparator.

n_metrics

int: Number of metrics to be evaluated.

name

parameters

dict: Parameters of the instance.

polynomial_parameters

dict: Polynomial parameters of the instance.

required_parameters

list: Parameters that have no default value.

sized_parameters

dict: Sized parameters of the instance.

Methods

__call__(simulation_results)	Evaluate all metrics for a given simulation and return the results as a list.
add_criterion(criterion)	Add a criterion to the list of criteria.
add_difference_metric(reference[, ...])	Initialize an instance of DifferenceBase.
add_reference(reference[, update, smooth])	Add Reference to Comparator.
assert_stationarity(simulation_results)	Check stationarity of two succeeding cycles.
check_required_parameters()	Verify if all required parameters are set.
evaluate(simulation_results)	Evaluate all metrics for a given simulation and return the results as a list.
extract_solution(simulation_results, metric)	Extract the solution for a given metric from the SimulationResults object.
plot_comparison(simulation_results[, axs, ...])	Plot the comparison of the simulation results with the reference data.
setup_comparison_figure([plot_individual])	Set up a figure for comparing simulation results.