STAR: calibration_robustness.AnomalyDetector Class Reference

STAR

Cal STAR — firmware, DAQ server, and engine design

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Public Member Functions
	__init__ (self, SystemConfig config)
bool	detect_voltage_anomaly (self, int sensor_id, float voltage)
bool	detect_pressure_anomaly (self, int sensor_id, float pressure)
Dict[int, int]	get_anomaly_report (self)

Public Attributes
	config = config
dict	voltage_history
dict	pressure_history
dict	anomaly_counts = {i: 0 for i in range(config.num_sensors)}

Detailed Description

Detect anomalies in calibration and sensor readings

Definition at line 600 of file calibration_robustness.py.

Constructor & Destructor Documentation

◆ init()

calibration_robustness.AnomalyDetector.__init__	(		self,
		SystemConfig	config )

Definition at line 603 of file calibration_robustness.py.

Member Function Documentation

◆ detect_pressure_anomaly()

bool calibration_robustness.AnomalyDetector.detect_pressure_anomaly	(		self,
		int	sensor_id,
		float	pressure )

Detect pressure anomaly

Definition at line 641 of file calibration_robustness.py.

◆ detect_voltage_anomaly()

bool calibration_robustness.AnomalyDetector.detect_voltage_anomaly	(		self,
		int	sensor_id,
		float	voltage )

Detect voltage anomaly using statistical methods

Definition at line 613 of file calibration_robustness.py.

◆ get_anomaly_report()

Dict[int, int] calibration_robustness.AnomalyDetector.get_anomaly_report ( self )

Get anomaly counts per sensor

Definition at line 663 of file calibration_robustness.py.

Member Data Documentation

◆ anomaly_counts

dict calibration_robustness.AnomalyDetector.anomaly_counts = {i: 0 for i in range(config.num_sensors)}

Definition at line 611 of file calibration_robustness.py.

◆ config

calibration_robustness.AnomalyDetector.config = config

Definition at line 604 of file calibration_robustness.py.

Referenced by engine.layerx.card.EngineSampler.__call__(), engine.core.chamber_solver.ChamberSolver._accel_chamber_pc(), engine.pipeline.time_varying_solver.TimeVaryingCoupledSolver._advance_walls(), engine.pipeline.cea_cache.CEACache._build_cache(), engine.pipeline.cea_cache.CEACache._build_cache_parallel(), engine.pipeline.cea_cache.CEACache._build_cache_sequential(), engine.pipeline.time_varying_solver.TimeVaryingCoupledSolver._build_walls(), engine.core.chamber_solver.ChamberSolver._compute_cooling_efficiency(), engine.core.chamber_solver.ChamberSolver._evaluate_cooling_models(), engine.core.runner.PintleEngineRunner._evaluate_internal(), engine.core.chamber_solver.ChamberSolver._fluid_props(), engine.pipeline.time_varying_solver.TimeVaryingCoupledSolver._geometry(), engine.core.runner.PintleEngineRunner._get_ambient_pressure(), engine.core.chamber_solver.ChamberSolver._get_chamber_geometry(), engine.core.runner.PintleEngineRunner._get_elevation(), engine.core.chamber_solver.ChamberSolver._get_fuel_props(), engine.pipeline.time_varying_solver.TimeVaryingCoupledSolver._graphite_layers(), engine.core.chamber_solver.ChamberSolver._infer_injector_diameter(), engine.pipeline.time_varying_solver.TimeVaryingCoupledSolver._insert_backing(), engine.core.chamber_solver.ChamberSolver._liner_end(), engine.pipeline.time_varying_solver.TimeVaryingCoupledSolver._liner_layers(), engine.pipeline.cea_cache.CEACache._load_cache(), engine.core.chamber_solver.ChamberSolver._raise_supply_exceeds_demand(), engine.core.chamber_solver.ChamberSolver._rupe_R_opt(), engine.pipeline.cea_cache.CEACache._save_cache(), engine.pipeline.time_varying_solver.TimeVaryingCoupledSolver._station_loads(), engine.core.chamber_solver.ChamberSolver._wall_contour(), engine.pipeline.time_varying_solver.TimeVaryingCoupledSolver._wall_report(), engine.pipeline.cea_cache.CEACache.aux(), engine.pipeline.system_diagnostics.SystemDiagnostics.diagnose_all(), engine.pipeline.cea_cache.CEACache.eval(), engine.pipeline.cea_cache.CEACache.eval_cf_vac(), combined_fsw_gui.ConfigManager.get_actuator_label(), combined_fsw_gui.ConfigManager.get_sensor_label(), backend.state.AppState.has_config(), engine.pipeline.time_varying_solver.TimeVaryingCoupledSolver.liner_end(), combined_fsw_gui.ConfigManager.load(), engine.core.chamber_solver.ChamberSolver.residual(), combined_fsw_gui.ConfigManager.save(), combined_fsw_gui.ConfigManager.set_actuator_label(), backend.state.AppState.set_config(), combined_fsw_gui.ConfigManager.set_sensor_label(), backend.state.AppState.snapshot(), engine.core.chamber_solver.ChamberSolver.solve(), engine.pipeline.time_varying_solver.TimeVaryingCoupledSolver.solve_time_step(), test_robust_ddp_constraints.TestConstraints.test_all_constraints_safe(), test_robust_ddp_engine_wrapper.TestEngineWrapper.test_cache_stats(), test_robust_ddp_engine_wrapper.TestEngineWrapper.test_caching(), test_robust_ddp_engine_wrapper.TestEngineWrapper.test_clear_cache(), test_robust_ddp_constraints.TestConstraints.test_constraint_summary(), test_robust_ddp_engine_wrapper.TestEngineWrapper.test_convenience_function(), test_robust_ddp_constraints.TestConstraints.test_copv_minimum_constraint(), test_robust_ddp_constraints.TestConstraints.test_edge_cases(), test_robust_ddp_engine_wrapper.TestEngineWrapper.test_estimate_error_handling(), test_robust_ddp_engine_wrapper.TestEngineWrapper.test_estimate_from_pressures_mock(), test_robust_ddp_engine_wrapper.TestEngineWrapper.test_estimate_without_stability(), test_robust_ddp_constraints.TestConstraints.test_headroom_constraints(), test_robust_ddp_constraints.TestConstraints.test_injector_stiffness_constraints(), test_robust_ddp_constraints.TestConstraints.test_mixture_ratio_constraints(), test_robust_ddp_robustness.TestRobustness.test_multiple_updates_convergence(), test_robust_ddp_constraints.TestConstraints.test_multiple_violations(), test_robust_ddp_constraints.TestConstraints.test_nan_handling(), test_robust_ddp_dynamics.TestDynamics.test_regulator_behavior(), test_robust_ddp_robustness.TestRobustness.test_tube_propagate_basic(), test_robust_ddp_robustness.TestRobustness.test_tube_propagate_validation(), test_robust_ddp_robustness.TestRobustness.test_tube_propagate_widens(), test_robust_ddp_robustness.TestRobustness.test_tube_propagate_with_large_w_bar(), test_robust_ddp_constraints.TestConstraints.test_ullage_maximum_constraints(), test_robust_ddp_robustness.TestRobustness.test_update_bounds_basic(), test_robust_ddp_robustness.TestRobustness.test_update_bounds_beta(), test_robust_ddp_robustness.TestRobustness.test_update_bounds_ema_behavior(), test_robust_ddp_robustness.TestRobustness.test_update_bounds_inflation(), test_robust_ddp_robustness.TestRobustness.test_update_bounds_requires_mass_flow(), test_robust_ddp_robustness.TestRobustness.test_update_bounds_residual_spike(), test_robust_ddp_robustness.TestRobustness.test_update_bounds_with_engine_wrapper(), and test_robust_ddp_engine_wrapper.TestEngineWrapper.test_wrapper_initialization().

◆ pressure_history

dict calibration_robustness.AnomalyDetector.pressure_history

Initial value:

=  {
            i: deque(maxlen=100) for i in range(config.num_sensors)
        }

Definition at line 608 of file calibration_robustness.py.

◆ voltage_history

dict calibration_robustness.AnomalyDetector.voltage_history

Initial value:

=  {
            i: deque(maxlen=100) for i in range(config.num_sensors)
        }

Definition at line 605 of file calibration_robustness.py.

The documentation for this class was generated from the following file:

daq-server/tools/calibration/calibration_robustness.py