Index

_

__init__() (sproclib.analysis.model_identification.ModelIdentification method) (sproclib.analysis.system_analysis.SystemAnalysis method) (sproclib.analysis.transfer_function.TransferFunction method) (sproclib.controller.tuning.AMIGOTuning method) (sproclib.controller.tuning.RelayTuning method) (sproclib.controller.tuning.ZieglerNicholsTuning method) (sproclib.optimization.economic_optimization.EconomicOptimization method) (sproclib.optimization.parameter_estimation.ParameterEstimation method) (sproclib.optimization.process_optimization.ProcessOptimization method) (sproclib.scheduling.state_task_network.StateTaskNetwork method) (sproclib.simulation.process_simulation.ProcessSimulation method) (sproclib.unit.base.ProcessModel method) (sproclib.unit.compressor.Compressor method) (sproclib.unit.distillation.BinaryDistillationColumn method) (sproclib.unit.distillation.DistillationTray method) (sproclib.unit.heat_exchanger.HeatExchanger method) (sproclib.unit.pump.CentrifugalPump method) (sproclib.unit.pump.PositiveDisplacementPump method) (sproclib.unit.pump.Pump method) (sproclib.unit.reactor.BatchReactor method) (sproclib.unit.reactor.CSTR method) (sproclib.unit.reactor.FixedBedReactor method) (sproclib.unit.reactor.FluidizedBedReactor method) (sproclib.unit.reactor.PlugFlowReactor method) (sproclib.unit.reactor.SemiBatchReactor method) (sproclib.unit.tank.InteractingTanks method) (sproclib.unit.tank.Tank method) (sproclib.unit.utilities.LinearApproximation method) (sproclib.unit.valve.ControlValve method) (sproclib.unit.valve.ThreeWayValve method)

A

add_disturbance() (sproclib.simulation.process_simulation.ProcessSimulation method) add_state() (sproclib.scheduling.state_task_network.StateTaskNetwork method)

add_task() (sproclib.scheduling.state_task_network.StateTaskNetwork method) add_unit() (sproclib.scheduling.state_task_network.StateTaskNetwork method) AMIGOTuning (class in sproclib.controller.tuning)

B

batch_time_to_conversion() (sproclib.unit.reactor.BatchReactor method) BatchReactor (class in sproclib.unit.reactor) BinaryDistillationColumn (class in sproclib.unit.distillation)

bode_plot() (in module sproclib.analysis.system_analysis) (in module sproclib.utilities.math_utils) (sproclib.analysis.transfer_function.TransferFunction method)

C

calculate_concentration() (sproclib.unit.reactor.SemiBatchReactor method) calculate_conversion() (sproclib.unit.reactor.BatchReactor method) (sproclib.unit.reactor.CSTR method) (sproclib.unit.reactor.FixedBedReactor method) (sproclib.unit.reactor.FluidizedBedReactor method) (sproclib.unit.reactor.PlugFlowReactor method) (sproclib.unit.reactor.SemiBatchReactor method) calculate_heat_generation() (sproclib.unit.reactor.CSTR method) calculate_heat_transfer_rate() (sproclib.unit.heat_exchanger.HeatExchanger method) calculate_iae() (in module sproclib.utilities.control_utils) calculate_ise() (in module sproclib.utilities.control_utils) calculate_itae() (in module sproclib.utilities.control_utils) calculate_kurtosis() (in module sproclib.utilities.data_utils) calculate_lmtd() (sproclib.unit.heat_exchanger.HeatExchanger method) calculate_minimum_reflux() (sproclib.unit.distillation.BinaryDistillationColumn method)

calculate_outlet_flow() (sproclib.unit.tank.Tank method) calculate_parameters() (sproclib.controller.tuning.AMIGOTuning method) (sproclib.controller.tuning.RelayTuning method) (sproclib.controller.tuning.ZieglerNicholsTuning method) calculate_residence_time() (sproclib.unit.reactor.CSTR method) calculate_separation_metrics() (sproclib.unit.distillation.BinaryDistillationColumn method) calculate_skewness() (in module sproclib.utilities.data_utils) calculate_statistics() (in module sproclib.utilities.data_utils) calculate_time_constant() (sproclib.unit.tank.Tank method) calculate_volume() (sproclib.unit.tank.Tank method) CentrifugalPump (class in sproclib.unit.pump) compare_scenarios() (sproclib.simulation.process_simulation.ProcessSimulation method) Compressor (class in sproclib.unit.compressor) controllability_analysis() (sproclib.analysis.system_analysis.SystemAnalysis method) ControlValve (class in sproclib.unit.valve) CSTR (class in sproclib.unit.reactor)

D

describe() (sproclib.controller.tuning.AMIGOTuning method) (sproclib.controller.tuning.RelayTuning method) (sproclib.controller.tuning.ZieglerNicholsTuning method) (sproclib.optimization.parameter_estimation.ParameterEstimation method) (sproclib.optimization.process_optimization.ProcessOptimization method) (sproclib.unit.compressor.Compressor method) (sproclib.unit.distillation.BinaryDistillationColumn method) (sproclib.unit.distillation.DistillationTray method) (sproclib.unit.heat_exchanger.HeatExchanger method) (sproclib.unit.pump.CentrifugalPump method) (sproclib.unit.pump.PositiveDisplacementPump method) (sproclib.unit.pump.Pump method) (sproclib.unit.reactor.BatchReactor method) (sproclib.unit.reactor.CSTR method) (sproclib.unit.reactor.FixedBedReactor method) (sproclib.unit.reactor.FluidizedBedReactor method) (sproclib.unit.reactor.PlugFlowReactor method) (sproclib.unit.reactor.SemiBatchReactor method) (sproclib.unit.tank.InteractingTanks method) (sproclib.unit.tank.Tank method) (sproclib.unit.valve.ControlValve method) (sproclib.unit.valve.ThreeWayValve method)

design_lead_lag() (in module sproclib.utilities.control_utils) detect_outliers() (in module sproclib.utilities.data_utils) DistillationTray (class in sproclib.unit.distillation) disturbance_rejection() (in module sproclib.utilities.control_utils) disturbance_rejection_analysis() (sproclib.analysis.system_analysis.SystemAnalysis method) dynamics() (sproclib.unit.base.ProcessModel method) (sproclib.unit.compressor.Compressor method) (sproclib.unit.distillation.BinaryDistillationColumn method) (sproclib.unit.distillation.DistillationTray method) (sproclib.unit.heat_exchanger.HeatExchanger method) (sproclib.unit.pump.PositiveDisplacementPump method) (sproclib.unit.pump.Pump method) (sproclib.unit.reactor.BatchReactor method) (sproclib.unit.reactor.CSTR method) (sproclib.unit.reactor.FixedBedReactor method) (sproclib.unit.reactor.FluidizedBedReactor method) (sproclib.unit.reactor.PlugFlowReactor method) (sproclib.unit.reactor.SemiBatchReactor method) (sproclib.unit.tank.InteractingTanks method) (sproclib.unit.tank.Tank method) (sproclib.unit.valve.ControlValve method) (sproclib.unit.valve.ThreeWayValve method)

E

economic_mpc() (sproclib.optimization.economic_optimization.EconomicOptimization method) EconomicOptimization (class in sproclib.optimization.economic_optimization)

estimate_fopdt_parameters() (in module sproclib.optimization.parameter_estimation) estimate_parameters() (sproclib.optimization.parameter_estimation.ParameterEstimation method)

F

filter_data() (in module sproclib.utilities.data_utils) first_order_plus_dead_time() (sproclib.analysis.transfer_function.TransferFunction class method) fit_fopdt() (in module sproclib.analysis.model_identification) (sproclib.analysis.model_identification.ModelIdentification method) fit_sopdt() (sproclib.analysis.model_identification.ModelIdentification method) fit_transfer_function() (sproclib.analysis.model_identification.ModelIdentification method)

FixedBedReactor (class in sproclib.unit.reactor) fluidization_properties() (sproclib.unit.reactor.FluidizedBedReactor method) FluidizedBedReactor (class in sproclib.unit.reactor) frequency_domain_design() (in module sproclib.utilities.control_utils) frequency_response() (in module sproclib.utilities.math_utils) (sproclib.analysis.transfer_function.TransferFunction method)

G

get_flow_coefficient() (sproclib.unit.valve.ControlValve method) get_flow_split() (sproclib.unit.valve.ThreeWayValve method) get_info() (sproclib.unit.base.ProcessModel method) get_performance_metrics() (sproclib.simulation.process_simulation.ProcessSimulation method) (sproclib.unit.heat_exchanger.HeatExchanger method) (sproclib.unit.reactor.CSTR method) (sproclib.unit.tank.Tank method)

get_schedule_metrics() (sproclib.scheduling.state_task_network.StateTaskNetwork method) get_transfer_function() (sproclib.unit.utilities.LinearApproximation method) get_valve_sizing_info() (sproclib.unit.valve.ControlValve method)

H

HeatExchanger (class in sproclib.unit.heat_exchanger)

I

impulse_response() (sproclib.analysis.transfer_function.TransferFunction method)

InteractingTanks (class in sproclib.unit.tank) investment_optimization() (sproclib.optimization.economic_optimization.EconomicOptimization method)

L

linear_programming() (sproclib.optimization.economic_optimization.EconomicOptimization method) LinearApproximation (class in sproclib.unit.utilities) linearization_analysis() (sproclib.analysis.system_analysis.SystemAnalysis method)

linearize() (in module sproclib.utilities.control_utils) (in module sproclib.utilities.math_utils) (sproclib.unit.utilities.LinearApproximation method)

M

model_predictive_control() (in module sproclib.utilities.control_utils) ModelIdentification (class in sproclib.analysis.model_identification) module sproclib.analysis.model_identification sproclib.analysis.system_analysis sproclib.analysis.transfer_function sproclib.optimization.economic_optimization sproclib.optimization.parameter_estimation sproclib.optimization.process_optimization sproclib.scheduling.state_task_network sproclib.simulation.process_simulation sproclib.transport.batch.solid.DrumBinTransfer sproclib.transport.batch.solid.VacuumTransfer sproclib.unit.base sproclib.unit.compressor sproclib.unit.distillation sproclib.unit.heat_exchanger sproclib.unit.pump sproclib.unit.reactor sproclib.unit.tank sproclib.unit.utilities sproclib.unit.valve sproclib.utilities.control_utils sproclib.utilities.data_utils sproclib.utilities.math_utils

O

observability_analysis() (sproclib.analysis.system_analysis.SystemAnalysis method) optimize() (sproclib.optimization.process_optimization.ProcessOptimization method)

optimize_operation() (in module sproclib.optimization.economic_optimization) optimize_schedule() (sproclib.scheduling.state_task_network.StateTaskNetwork method)

P

ParameterEstimation (class in sproclib.optimization.parameter_estimation) performance_metrics() (sproclib.analysis.system_analysis.SystemAnalysis method) plot_results() (sproclib.simulation.process_simulation.ProcessSimulation method) plot_schedule() (sproclib.scheduling.state_task_network.StateTaskNetwork method) PlugFlowReactor (class in sproclib.unit.reactor) poles_zeros() (sproclib.analysis.transfer_function.TransferFunction method)

PositiveDisplacementPump (class in sproclib.unit.pump) ProcessModel (class in sproclib.unit.base) ProcessOptimization (class in sproclib.optimization.process_optimization) ProcessSimulation (class in sproclib.simulation.process_simulation) production_optimization() (sproclib.optimization.economic_optimization.EconomicOptimization method) Pump (class in sproclib.unit.pump)

Q

quick_arrhenius_fit() (in module sproclib.optimization.parameter_estimation)

quick_power_law_fit() (in module sproclib.optimization.parameter_estimation)

R

reaction_rate() (sproclib.unit.reactor.BatchReactor method) (sproclib.unit.reactor.CSTR method) (sproclib.unit.reactor.FixedBedReactor method) (sproclib.unit.reactor.FluidizedBedReactor method) (sproclib.unit.reactor.PlugFlowReactor method) (sproclib.unit.reactor.SemiBatchReactor method)

RelayTuning (class in sproclib.controller.tuning) resample_data() (in module sproclib.utilities.data_utils) root_locus_design() (in module sproclib.utilities.control_utils) routh_hurwitz() (in module sproclib.utilities.math_utils) run() (sproclib.simulation.process_simulation.ProcessSimulation method) run_example() (in module sproclib.optimization.parameter_estimation)

S

second_order() (sproclib.analysis.transfer_function.TransferFunction class method) SemiBatchReactor (class in sproclib.unit.reactor) set_setpoint_profile() (sproclib.simulation.process_simulation.ProcessSimulation method) simulate() (sproclib.unit.base.ProcessModel method) simulate_process() (in module sproclib.utilities.control_utils) smooth_data() (in module sproclib.utilities.data_utils) sproclib.analysis.model_identification module sproclib.analysis.system_analysis module sproclib.analysis.transfer_function module sproclib.optimization.economic_optimization module sproclib.optimization.parameter_estimation module sproclib.optimization.process_optimization module sproclib.scheduling.state_task_network module sproclib.simulation.process_simulation module sproclib.transport.batch.solid.DrumBinTransfer module sproclib.transport.batch.solid.VacuumTransfer module sproclib.unit.base module sproclib.unit.compressor module sproclib.unit.distillation module sproclib.unit.heat_exchanger module sproclib.unit.pump module sproclib.unit.reactor module sproclib.unit.tank module

sproclib.unit.utilities module sproclib.unit.valve module sproclib.utilities.control_utils module sproclib.utilities.data_utils module sproclib.utilities.math_utils module stability_analysis() (in module sproclib.analysis.system_analysis) (sproclib.analysis.system_analysis.SystemAnalysis method) (sproclib.analysis.transfer_function.TransferFunction method) stability_check() (in module sproclib.utilities.math_utils) StateTaskNetwork (class in sproclib.scheduling.state_task_network) steady_state() (sproclib.unit.base.ProcessModel method) (sproclib.unit.compressor.Compressor method) (sproclib.unit.distillation.BinaryDistillationColumn method) (sproclib.unit.distillation.DistillationTray method) (sproclib.unit.heat_exchanger.HeatExchanger method) (sproclib.unit.pump.CentrifugalPump method) (sproclib.unit.pump.PositiveDisplacementPump method) (sproclib.unit.pump.Pump method) (sproclib.unit.reactor.BatchReactor method) (sproclib.unit.reactor.CSTR method) (sproclib.unit.reactor.FixedBedReactor method) (sproclib.unit.reactor.FluidizedBedReactor method) (sproclib.unit.reactor.PlugFlowReactor method) (sproclib.unit.reactor.SemiBatchReactor method) (sproclib.unit.tank.InteractingTanks method) (sproclib.unit.tank.Tank method) (sproclib.unit.valve.ControlValve method) (sproclib.unit.valve.ThreeWayValve method) step_response() (in module sproclib.analysis.system_analysis) (in module sproclib.utilities.math_utils) (sproclib.analysis.transfer_function.TransferFunction method) (sproclib.unit.utilities.LinearApproximation method) step_response_test() (in module sproclib.utilities.control_utils) SystemAnalysis (class in sproclib.analysis.system_analysis)

T

Tank (class in sproclib.unit.tank) ThreeWayValve (class in sproclib.unit.valve)

TransferFunction (class in sproclib.analysis.transfer_function) tune_pid() (in module sproclib.utilities.control_utils)

U

update_parameters() (sproclib.unit.base.ProcessModel method) (sproclib.unit.distillation.BinaryDistillationColumn method)

utility_optimization() (sproclib.optimization.economic_optimization.EconomicOptimization method)

V

validate_model() (sproclib.analysis.model_identification.ModelIdentification method) (sproclib.optimization.parameter_estimation.ParameterEstimation method)

vapor_liquid_equilibrium() (sproclib.unit.distillation.BinaryDistillationColumn method) (sproclib.unit.distillation.DistillationTray method)

Z

ZieglerNicholsTuning (class in sproclib.controller.tuning)