standard library package StateSpaceRepresentation { doc /* * This package provides a model of the foundational state-space system representation, * commonly used in control systems. */ private import ISQ::DurationValue; private import Quantities::VectorQuantityValue; private import VectorCalculations::*; abstract attribute def StateSpace :> VectorQuantityValue; abstract attribute def Input :> VectorQuantityValue; abstract attribute def Output :> VectorQuantityValue; abstract calc def GetNextState { in input: Input; in stateSpace: StateSpace; in timeStep: DurationValue; return : StateSpace; } abstract calc def GetOutput { in input: Input; in stateSpace: StateSpace; return : Output; } abstract action def StateSpaceEventDef { doc /* * Events to be received. */ } action def ZeroCrossingEventDef :> StateSpaceEventDef; item def StateSpaceItem { doc /* * Item for SSR connection */ } abstract action def StateSpaceDynamics { doc /* * StateSpaceDynamics is the simplest form of State Space Representation, * and nextState directly computes the stateSpace of the next timestep. */ in attribute input: Input; abstract calc getNextState: GetNextState; abstract calc getOutput: GetOutput; attribute stateSpace: StateSpace; out attribute output: Output = getOutput(input, stateSpace); } abstract attribute def StateDerivative :> VectorQuantityValue { doc /* * The definition of the time derivative of StateSpace, which means dx/dt, where x is StateSpace */ ref stateSpace: StateSpace; constraint { stateSpace.order == order } } abstract calc def GetDerivative { doc /* * Computes the time derivative of stateSpace, which corresponds dx/dt = f(u, x), where u is input and x is stateSpace. */ in input: Input; in stateSpace: StateSpace; return : StateDerivative; } abstract calc def Integrate { doc /* * Integrates stateSpace to compute the next stateSpace, which corresponds to x + int dx/dt dt. * Its actual implementation should be given by a solver. */ in getDerivative: GetDerivative; in input: Input; in initialState: StateSpace; in timeInterval: DurationValue; return result: StateSpace; } abstract action def ContinuousStateSpaceDynamics :> StateSpaceDynamics { doc /* * ContinuousStateSpaceDynamics represents continuous behavior. * derivative needs to return a time derivative of stateSpace, i.e. dx/dt. */ abstract calc getDerivative: GetDerivative; calc :>> getNextState: GetNextState { /* We compute nextState by Integrate defined above by giving derivative calc. */ calc integrate: Integrate { in getDerivative = ContinuousStateSpaceDynamics::getDerivative; in input = GetNextState::input; in initialState = GetNextState::stateSpace; in timeInterval = GetNextState::timeStep; } return result = integrate.result; } event occurrence zeroCrossingEvents[0..*] : ZeroCrossingEventDef { /* ContinuousStateSpaceDynamics may cause zero crossings anomaly. */ } } abstract calc def GetDifference { doc /* * Computes difference of stateSpace by one timestep, that is x(k+1) - x(k), * where k is the timestep number. */ in input: Input; in stateSpace: StateSpace; return : StateSpace; } abstract action def DiscreteStateSpaceDynamics :> StateSpaceDynamics { doc /* * DiscreteStateSpaceDynamics represents discrete behavior. * differences needs to return difference of the stateSpace for each timestep. */ abstract calc getDifference: GetDifference; calc :>> getNextState: GetNextState { attribute diff: StateSpace = getDifference(input, stateSpace); return result = stateSpace + diff; } } }