Uses of Class
neqsim.process.ml.StateVector

Packages that use StateVector

Package	Description
neqsim.process.equipment.compressor
neqsim.process.equipment.heatexchanger
neqsim.process.equipment.separator
neqsim.process.ml	Machine Learning and AI integration for NeqSim.
neqsim.process.ml.examples	Example RL environments demonstrating NeqSim ML integration.
neqsim.process.ml.multiagent	Multi-agent reinforcement learning infrastructure for coordinated process control.

Uses of StateVector in neqsim.process.equipment.compressor

Methods in neqsim.process.equipment.compressor that return StateVector

Modifier and Type	Method	Description
StateVector	Compressor.getStateVector()	Get the current state as a standardized vector.

Uses of StateVector in neqsim.process.equipment.heatexchanger

Methods in neqsim.process.equipment.heatexchanger that return StateVector

Modifier and Type	Method	Description
StateVector	HeatExchanger.getStateVector()	Get the current state as a standardized vector.

Uses of StateVector in neqsim.process.equipment.separator

Methods in neqsim.process.equipment.separator that return StateVector

Modifier and Type	Method	Description
StateVector	Separator.getStateVector()	Get the current state as a standardized vector.

Uses of StateVector in neqsim.process.ml

Fields in neqsim.process.ml declared as StateVector

Modifier and Type	Field	Description
final StateVector	RLEnvironment.StepResult.observation	Current observation (state vector).

Fields in neqsim.process.ml with type parameters of type StateVector

Modifier and Type	Field	Description
private Function<ProcessEquipmentInterface, StateVector>	EquipmentStateAdapter.customExtractor

Methods in neqsim.process.ml that return StateVector

Modifier and Type	Method	Description
StateVector	StateVector.add(String name, double value, double lowerBound, double upperBound, String unit)	Add a state variable with bounds.
StateVector	StateVector.add(String name, double value, String unit)	Add a state variable without explicit bounds (uses value as reference).
private StateVector	EquipmentStateAdapter.extractBasicState(ProcessEquipmentInterface equip)	Extract basic state from any equipment.
private StateVector	EquipmentStateAdapter.extractSeparatorState(SeparatorInterface separator)	Extract state from a separator.
protected StateVector	RLEnvironment.getObservation()	Get current observation.
StateVector	EquipmentStateAdapter.getStateVector()	Extract state vector from equipment.
StateVector	StateVectorProvider.getStateVector()	Get the current state as a standardized vector.
StateVector	RLEnvironment.reset()	Reset the environment to initial state.

Methods in neqsim.process.ml with parameters of type StateVector

Modifier and Type	Method	Description
protected double	RLEnvironment.computeReward(StateVector state, ActionVector action, RLEnvironment.StepInfo info)	Compute reward for current state and action.
List<Constraint>	ConstraintManager.evaluate(StateVector state)	Evaluate all constraints against a state vector.
void	TrainingDataCollector.recordStateAsInputs(StateVector state)	Record state vector as inputs.
void	TrainingDataCollector.recordStateAsOutputs(StateVector state)	Record state vector as outputs.

Method parameters in neqsim.process.ml with type arguments of type StateVector

Modifier and Type	Method	Description
EquipmentStateAdapter	EquipmentStateAdapter.setCustomExtractor(Function<ProcessEquipmentInterface, StateVector> extractor)	Set a custom state extractor.

Constructors in neqsim.process.ml with parameters of type StateVector

Modifier	Constructor	Description
	StepResult(StateVector observation, double reward, boolean done, boolean truncated, RLEnvironment.StepInfo info)	Constructor.

Uses of StateVector in neqsim.process.ml.examples

Methods in neqsim.process.ml.examples that return StateVector

Modifier and Type	Method	Description
protected StateVector	SeparatorCompressorMultiAgentEnv.getGlobalState()
protected StateVector	SeparatorLevelControlEnv.getObservation()

Methods in neqsim.process.ml.examples with parameters of type StateVector

Modifier and Type	Method	Description
protected double	SeparatorLevelControlEnv.computeReward(StateVector state, ActionVector action, RLEnvironment.StepInfo info)
protected double	SeparatorCompressorMultiAgentEnv.computeTeamReward(StateVector state, Map<String,double[]> actions)

Uses of StateVector in neqsim.process.ml.multiagent

Fields in neqsim.process.ml.multiagent declared as StateVector

Modifier and Type	Field	Description
private StateVector	MultiAgentEnvironment.currentGlobalState
final StateVector	MultiAgentEnvironment.MultiAgentStepResult.globalState	Global state (for centralized critic).

Methods in neqsim.process.ml.multiagent that return StateVector

Modifier and Type	Method	Description
StateVector	MultiAgentEnvironment.getCurrentGlobalState()	Get current global state.
protected StateVector	MultiAgentEnvironment.getGlobalState()	Get global state from process.

Methods in neqsim.process.ml.multiagent with parameters of type StateVector

Modifier and Type	Method	Description
protected double	ProcessAgent.computeConstraintPenalty(StateVector state)	Compute constraint penalty.
double	Agent.computeReward(StateVector globalState, double[] action)	Compute agent's local reward.
double	CompressorAgent.computeReward(StateVector globalState, double[] action)
double	ProcessAgent.computeReward(StateVector globalState, double[] action)
double	SeparatorAgent.computeReward(StateVector globalState, double[] action)
protected double	ProcessAgent.computeSetpointReward(StateVector state)	Compute setpoint tracking reward.
protected double	MultiAgentEnvironment.computeTeamReward(StateVector state, Map<String,double[]> actions)	Compute team reward for cooperative mode.
double[]	Agent.getLocalObservation(StateVector globalState)	Get the agent's local observation from global state.
double[]	CompressorAgent.getLocalObservation(StateVector globalState)
double[]	SeparatorAgent.getLocalObservation(StateVector globalState)
default double[]	Agent.getMessage(StateVector globalState)	Get message to broadcast to other agents.
default boolean	Agent.isTerminated(StateVector globalState)	Check if agent's local termination condition is met.
boolean	CompressorAgent.isTerminated(StateVector globalState)
boolean	ProcessAgent.isTerminated(StateVector globalState)

Constructors in neqsim.process.ml.multiagent with parameters of type StateVector

Modifier	Constructor	Description
	MultiAgentStepResult(Map<String,double[]> observations, Map<String,Double> rewards, boolean terminated, boolean truncated, Map<String, Map<String,Object>> infos, StateVector globalState)	Constructor.