ReactorNet.h

Go to the documentation of this file.

//! @file ReactorNet.h
 
// This file is part of Cantera. See License.txt in the top-level directory or
// at https://cantera.org/license.txt for license and copyright information.
 
#ifndef CT_REACTORNET_H
#define CT_REACTORNET_H
 
#include "Reactor.h"
#include "cantera/numerics/FuncEval.h"
#include "cantera/numerics/SteadyStateSystem.h"
 
namespace Cantera
{
 
class Array2D;
class Integrator;
class SystemJacobian;
 
//! A class representing a network of connected reactors.
/*!
 *  This class is used to integrate the governing equations for a network of reactors
 *  that are time dependent (Reactor, ConstPressureReactor) connected by various
 *  means, for example Wall, MassFlowController, Valve, or PressureController; or
 *  reactors dependent on a single spatial variable (FlowReactor).
 *
 * @ingroup zerodGroup
 */
class ReactorNet : public FuncEval
{
public:
    //! Create reactor network containing single reactor.
    //! @since New in %Cantera 3.2.
    ReactorNet(shared_ptr<ReactorBase> reactor);
    //! Create reactor network from multiple reactors.
    //! @since New in %Cantera 3.2.
    ReactorNet(span<shared_ptr<ReactorBase>> reactors);
    ReactorNet(const ReactorNet&) = delete;
    ReactorNet& operator=(const ReactorNet&) = delete;
    ~ReactorNet();
 
    //! @name Methods to set up a simulation
    //! @{
 
    //! Set the type of linear solver used in the integration.
    //! @param linSolverType type of linear solver. Default type: "DENSE"
    //! Other options include: "DIAG", "DENSE", "GMRES", "BAND"
    void setLinearSolverType(const string& linSolverType="DENSE");
 
    //! Set preconditioner used by the linear solver
    //! @param preconditioner preconditioner object used for the linear solver
    void setPreconditioner(shared_ptr<SystemJacobian> preconditioner);
 
    //! Set the initial value of the independent variable (typically time).
    //! Default = 0.0 s. Restarts integration from this value using the current mixture
    //! state as the initial condition.
    void setInitialTime(double time);
 
    //! Get the initial value of the independent variable (typically time).
    /*!
     * @since New in %Cantera 3.0.
     */
    double getInitialTime() const {
        return m_initial_time;
    }
 
    //! Get the maximum integrator step.
    double maxTimeStep() const {
        return m_maxstep;
    }
 
    //! Set the maximum integrator step.
    void setMaxTimeStep(double maxstep);
 
    //! Set the maximum number of error test failures permitted by the CVODES
    //! integrator in a single step.
    void setMaxErrTestFails(int nmax);
 
    //! Set the relative tolerance for the integrator.
    //!
    //! @param rtol  Relative tolerance for all state variables; must be positive.
    //! @since New in %Cantera 4.0.
    void setRelativeTolerance(double rtol);
 
    //! Set the scalar absolute tolerance for the integrator.
    //!
    //! @param atol  Scalar absolute tolerance for state variables without
    //!     reactor-specific absolute tolerances; must be positive. Superseded by
    //!     absolute tolerances set for individual reactors.
    //! @see ReactorBase::setAbsoluteTolerances
    //! @since New in %Cantera 4.0.
    void setAbsoluteTolerance(double atol);
 
    //! Clear the user-specified scalar absolute tolerance.
    //!
    //! Restores the default scalar absolute tolerance and enables
    //! reactor-specific default scaling rules.
    //! @see ReactorBase::updateDefaultTolerances
    //! @since New in %Cantera 4.0.
    void clearAbsoluteTolerance();
 
    //! Set the relative and scalar absolute tolerances for the integrator.
    //!
    //! @param rtol  If positive, set the relative tolerance for all state variables;
    //!     ignored if negative.
    //! @param atol  If positive, set the scalar absolute tolerance for all state
    //!     variables; ignored if negative. Superseded by absolute tolerances set
    //!     for individual reactors.
    //! @deprecated To be removed after %Cantera 4.0. Use setRelativeTolerance()
    //!     and setAbsoluteTolerance() instead.
    void setTolerances(double rtol, double atol);
 
    //! Set the relative and absolute tolerances for integrating the
    //! sensitivity equations.
    void setSensitivityTolerances(double rtol, double atol);
 
    //! Current value of the simulation time [s], for reactor networks that are solved
    //! in the time domain.
    double time();
 
    //! Current position [m] along the length of the reactor network, for reactors that
    //! are solved as a function of space.
    double distance();
 
    //! Relative tolerance.
    double rtol() {
        return m_rtol;
    }
 
    //! Scalar absolute integration tolerance
    double atol() {
        return m_atols;
    }
 
    //! Relative sensitivity tolerance
    double rtolSensitivity() const {
        return m_rtolsens;
    }
 
    //! Absolute sensitivity tolerance
    double atolSensitivity() const {
        return m_atolsens;
    }
 
    //! Problem type of integrator
    string linearSolverType() const;
 
    //! Returns the maximum number of internal integration steps the
    //! integrator will take before reaching the next output point
    int maxSteps();
 
    //! @}
 
    /**
     * Advance the state of all reactors in the independent variable (time or space).
     * Take as many internal steps as necessary to reach *t*.
     * @param t Time/distance to advance to (s or m).
     */
    void advance(double t);
 
    /**
     * Advance the state of all reactors in the independent variable (time or space).
     * Take as many internal steps as necessary towards *t*. If *applylimit* is true,
     * the advance step will be automatically reduced if needed to stay within limits
     * (set by setAdvanceLimit).
     * Returns the time/distance at the end of integration.
     * @param t Time/distance to advance to (s or m).
     * @param applylimit Limit advance step (boolean).
     */
    double advance(double t, bool applylimit);
 
    //! Advance the state of all reactors with respect to the independent variable
    //! (time or space). Returns the new value of the independent variable [s or m].
    double step();
 
    //! Solve directly for the steady-state solution.
    //!
    //! This approach is generally more efficient than time marching to the
    //! steady-state, but imposes a few limitations:
    //!
    //! - The volume of control volume reactor types (such as Reactor and
    //!   IdealGasMoleReactor) must be constant; no moving walls can be used.
    //! - The mass of constant pressure reactor types (such as ConstPressureReactor and
    //!   IdealGasConstPressureReactor) must be constant; if flow devices are used,
    //!   inlet and outlet flows must be balanced.
    //! - Only ideal gas reactor types can be used for when the energy equation is
    //!   disabled (fixed temperature simulations).
    //!
    //! @param loglevel  Print information about solver progress to aid in understanding
    //!     cases where the solver fails to converge. Higher levels are more verbose.
    //!     - 0: No logging.
    //!     - 1: Basic info about each steady-state attempt and round of time stepping.
    //!     - 2: Adds details about each time step and steady-state Newton iteration.
    //!     - 3: Adds details about Newton iterations for each time step.
    //!     - 4: Adds details about state variables that are limiting steady-state
    //!       Newton step sizes.
    //!     - 5: Adds details about state variables that are limiting time-stepping
    //!       Newton step sizes.
    //!     - 6: Print current state vector after different solver stages
    //!     - 7: Print current residual vector after different solver stages
    //!
    //! @see SteadyStateSystem, MultiNewton
    //! @since New in %Cantera 3.2. Support for reacting surfaces added in %Cantera 4.0.
    void solveSteady(int loglevel=0);
 
    //! Get the Jacobian used by the steady-state solver.
    //!
    //! @param rdt  Reciprocal of the pseudo-timestep [1/s]. Default of 0.0 returns the
    //!     steady-state Jacobian.
    //! @since New in %Cantera 3.2.
    Eigen::SparseMatrix<double> steadyJacobian(double rdt=0.0);
 
    //! Return a reference to the *n*-th reactor in this network. The reactor
    //! indices are determined by the order in which the reactors were added
    //! to the reactor network.
    ReactorBase& reactor(int n) {
        return *m_reactors[n];
    }
 
    //! Returns `true` if verbose logging output is enabled.
    bool verbose() const {
        return m_verbose;
    }
 
    //! Enable or disable verbose logging while setting up and integrating the
    //! reactor network.
    void setVerbose(bool v = true) {
        m_verbose = v;
        suppressErrors(!m_verbose);
    }
 
    //! Return a reference to the integrator. Only valid after adding at least one
    //! reactor to the network.
    Integrator& integrator();
 
    //! Update the state of all the reactors in the network to correspond to
    //! the values in the solution vector *y*.
    void updateState(span<const double> y);
 
    //! Return the sensitivity of the *k*-th solution component with respect to
    //! the *p*-th sensitivity parameter.
    /*!
     *  The sensitivity coefficient @f$ S_{ki} @f$ of solution variable @f$ y_k
     *  @f$ with respect to sensitivity parameter @f$ p_i @f$ is defined as:
     *
     *  @f[ S_{ki} = \frac{1}{y_k} \frac{\partial y_k}{\partial p_i} @f]
     *
     *  For reaction sensitivities, the parameter is a multiplier on the forward
     *  rate constant (and implicitly on the reverse rate constant for
     *  reversible reactions) which has a nominal value of 1.0, and the
     *  sensitivity is nondimensional.
     *
     *  For species enthalpy sensitivities, the parameter is a perturbation to
     *  the molar enthalpy of formation, such that the dimensions of the
     *  sensitivity are kmol/J.
     */
    double sensitivity(size_t k, size_t p);
 
    //! Return the sensitivity of the component named *component* with respect to
    //! the *p*-th sensitivity parameter.
    //! @copydetails ReactorNet::sensitivity(size_t, size_t)
    double sensitivity(const string& component, size_t p, int reactor=0) {
        size_t k = globalComponentIndex(component, reactor);
        return sensitivity(k, p);
    }
 
    //! Evaluate the Jacobian matrix for the reactor network.
    /*!
     *  @param[in] t Time/distance at which to evaluate the Jacobian
     *  @param[in] y Global state vector at *t*
     *  @param[out] ydot Derivative of the state vector evaluated at *t*, with respect
     *      to *t*.
     *  @param[in] p sensitivity parameter vector (unused?)
     *  @param[out] j Jacobian matrix, size neq() by neq().
     */
    void evalJacobian(double t, span<double> y,
                      span<double> ydot, span<const double> p, Array2D* j);
 
    // overloaded methods of class FuncEval
    size_t neq() const override {
        return m_nv;
    }
 
    size_t nReactors() const {
        return m_reactors.size();
    }
 
    void eval(double t, span<const double> y, span<double> ydot,
              span<const double> p) override;
 
    //! Evaluate the governing equations adapted for the steady-state solver.
    //!
    //! @param[in] y  Current state vector, length neq()
    //! @param[out] residual  For differential variables, this is the time derivative;
    //!     for algebraic variables, this is the residual of the governing equation.
    //!
    //! @since New in %Cantera 4.0.
    void evalSteady(span<const double> y, span<double> residual);
 
    //! eval coupling for IDA / DAEs
    void evalDae(double t, span<const double> y, span<const double> ydot,
                 span<const double> p, span<double> residual) override;
 
    void getState(span<double> y) override;
    void getStateDae(span<double> y, span<double> ydot) override;
 
    //! Return k-th derivative at the current state of the system
    virtual void getDerivative(int k, span<double> dky);
 
    void getConstraints(span<double> constraints) override;
 
    size_t nparams() const override {
        return m_sens_params.size();
    }
 
    //! Return the index corresponding to the component named *component* in the
    //! reactor with index *reactor* in the global state vector for the
    //! reactor network.
    size_t globalComponentIndex(const string& component, size_t reactor=0);
 
    //! Return the name of the i-th component of the global state vector. The
    //! name returned includes both the name of the reactor and the specific
    //! component, for example `'reactor1: CH4'`.
    string componentName(size_t i) const;
 
    //! Get the upper bound on the i-th component of the global state vector.
    double upperBound(size_t i) const;
 
    //! Get the lower bound on the i-th component of the global state vector.
    double lowerBound(size_t i) const;
 
    //! Reset physically or mathematically problematic values, such as negative species
    //! concentrations.
    //!
    //! This method is used within solveSteady() if certain errors are encountered.
    //!
    //! @param[inout] y  current state vector, to be updated; length neq()
    void resetBadValues(span<double> y);
 
    //! Used by Reactor and Wall objects to register the addition of
    //! sensitivity parameters so that the ReactorNet can keep track of the
    //! order in which sensitivity parameters are added.
    //! @param name A name describing the parameter, for example the reaction string
    //! @param value The nominal value of the parameter
    //! @param scale A scaling factor to be applied to the sensitivity
    //!     coefficient
    //! @returns the index of this parameter in the vector of sensitivity
    //!     parameters (global across all reactors)
    size_t registerSensitivityParameter(const string& name, double value, double scale);
 
    //! The name of the p-th sensitivity parameter added to this ReactorNet.
    const string& sensitivityParameterName(size_t p) const {
        return m_paramNames.at(p);
    }
 
    //! Initialize the reactor network. Called automatically the first time
    //! advance or step is called.
    void initialize();
 
    //! Reinitialize the integrator. Used to solve a new problem (different
    //! initial conditions) but with the same configuration of the reactor
    //! network. Can be called manually, or automatically after calling
    //! setInitialTime or modifying a reactor's contents.
    void reinitialize();
 
    //! Called to trigger integrator reinitialization before further
    //! integration.
    void setNeedsReinit() {
        m_needIntegratorInit = true;
    }
 
    //! Set the maximum number of internal integration steps the
    //! integrator will take before reaching the next output point
    //! @param nmax The maximum number of steps, setting this value
    //!             to zero disables this option.
    virtual void setMaxSteps(int nmax);
 
    //! Set absolute step size limits during advance
    void setAdvanceLimits(span<const double> limits);
 
    //! Check whether ReactorNet object uses advance limits
    bool hasAdvanceLimits() const;
 
    //! Retrieve absolute step size limits during advance
    bool getAdvanceLimits(span<double> limits) const;
 
    void preconditionerSetup(double t, span<const double> y, double gamma) override;
 
    void preconditionerSolve(span<const double> rhs, span<double> output) override;
 
    //! Get solver stats from integrator
    AnyMap solverStats() const;
 
    //! Set derivative settings of all reactors
    //! @param settings the settings map propagated to all reactors and kinetics objects
    virtual void setDerivativeSettings(AnyMap& settings);
 
    //! Root finding is enabled only while enforcing advance limits
    size_t nRootFunctions() const override;
 
    //! Evaluate the advance-limit root function used to stop integration once a limit
    //! is met.
    //!
    //! When limits are active, this sets `gout[0]` to
    //! `1 - max_i(|y[i]-y_base[i]| / limit[i])` so a zero indicates a component has
    //! reached its limit; otherwise `gout[0]` is positive.
    void evalRootFunctions(double t, span<const double> y,
                           span<double> gout) override;
 
protected:
    //! Check that preconditioning is supported by all reactors in the network
    virtual void checkPreconditionerSupported() const;
 
    //! Update the integrator tolerance vector from the current scalar settings,
    //! reactor-specific user tolerances, and reactor-specific default scaling rules.
    void updateTolerances();
 
    void updatePreconditioner(double gamma) override;
 
    //! Create reproducible names for reactors and walls/connectors.
    void updateNames(ReactorBase& r);
 
    //! Estimate a future state based on current derivatives.
    //! The function is intended for internal use by ReactorNet::advance
    //! and deliberately not exposed in external interfaces.
    virtual void getEstimate(double time, int k, span<double> yest);
 
    //! Returns the order used for last solution step of the ODE integrator
    //! The function is intended for internal use by ReactorNet::advance
    //! and deliberately not exposed in external interfaces.
    virtual int lastOrder() const;
 
    vector<shared_ptr<ReactorBase>> m_reactors;
    vector<shared_ptr<Reactor>> m_bulkReactors;
    vector<shared_ptr<ReactorBase>> m_surfaces;
    vector<shared_ptr<ReactorBase>> m_reservoirs;
    set<FlowDevice*> m_flowDevices;
    set<WallBase*> m_walls;
    map<string, int> m_counts;  //!< Map used for default name generation
    unique_ptr<Integrator> m_integ;
 
    //! The independent variable in the system. May be either time or space depending
    //! on the type of reactors in the network.
    double m_time = 0.0;
 
    //! The initial value of the independent variable in the system.
    double m_initial_time = 0.0;
 
    bool m_integratorInitialized = false; //!< True if the integrator has been initialized at least once
    bool m_needIntegratorInit = true; //!< True if integrator needs to be (re)initialized
    size_t m_nv = 0;
 
    vector<double> m_atol;
    double m_rtol = 1.0e-9;
    double m_rtolsens = 1.0e-4;
    double m_atols = 1.0e-15;
    double m_atolsens = 1.0e-6;
    //! True if scalar absolute tolerance was user-specified
    bool m_atolUserSpecified = false;
    shared_ptr<SystemJacobian> m_precon;
    string m_linearSolverType;
 
    //! Maximum integrator internal timestep. Default of 0.0 means infinity.
    double m_maxstep = 0.0;
 
    bool m_verbose = false;
 
    //! Indicates whether time or space is the independent variable
    bool m_timeIsIndependent = true;
 
    //! Names corresponding to each sensitivity parameter
    vector<string> m_paramNames;
 
    vector<double> m_ydot;
    vector<double> m_yest;
    vector<double> m_advancelimits;
    //! Base state used for evaluating advance limits during a single advance()
    //! call when root-finding is enabled
    vector<double> m_ybase;
    //! Base time corresponding to #m_ybase
    double m_ybase_time = 0.0;
    //! Indicates whether the advance-limit root check is active for the
    //! current call to `advance(t, applylimit=true)`
    bool m_limit_check_active = false;
    //! m_LHS is a vector representing the coefficients on the
    //! "left hand side" of each governing equation
    vector<double> m_LHS;
    vector<double> m_RHS;
};
 
 
//! Adapter class to enable using the SteadyStateSystem solver with ReactorNet.
//!
//! @see ReactorNet::solveSteady
//! @since New in %Cantera 3.2.
class SteadyReactorSolver : public SteadyStateSystem
{
public:
    SteadyReactorSolver(ReactorNet* net, span<const double> x0);
    void eval(span<const double> x, span<double> r,
              double rdt=-1.0, int count=1) override;
    void initTimeInteg(double dt, span<const double> x) override;
    void evalJacobian(span<const double> x0) override;
    double weightedNorm(span<const double> step) const override;
    string componentName(size_t i) const override;
    double upperBound(size_t i) const override;
    double lowerBound(size_t i) const override;
    void resetBadValues(span<double> x) override;
    void writeDebugInfo(const string& header_suffix, const string& message,
                        int loglevel, int attempt_counter) override;
 
private:
    ReactorNet* m_net = nullptr;
 
    //! Initial value of each state variable
    vector<double> m_initialState;
};
 
 
/**
 * Create a reactor network containing one or more coupled reactors.
 * Wall and FlowDevice objects should be installed prior to calling newReactorNet().
 * @param[in] reactors  A vector of shared pointers to the reactors to be linked
 *      together.
 * @since New in %Cantera 3.2.
 */
shared_ptr<ReactorNet> newReactorNet(span<shared_ptr<ReactorBase>> reactors);
 
}
 
#endif