#pragma once /* Implementations of the canonical cubic equations of state */ #include <vector> #include <variant> #include <valarray> #include "teqp/types.hpp" #include "teqp/constants.hpp" #include "teqp/exceptions.hpp" #include "cubicsuperancillary.hpp" #include "nlohmann/json.hpp" #include <Eigen/Dense> namespace teqp { /** * \brief The standard alpha function used by Peng-Robinson and SRK */ template<typename NumType> class BasicAlphaFunction { private: NumType Tci, ///< The critical temperature mi; ///< The "m" parameter public: BasicAlphaFunction(NumType Tci, NumType mi) : Tci(Tci), mi(mi) {}; template<typename TType> auto operator () (const TType& T) const { return forceeval(pow2(forceeval(1.0 + mi * (1.0 - sqrt(T / Tci))))); } }; // This could be extended with for instance Twu alpha functions, Mathias-Copeman alpha functions, etc. using AlphaFunctionOptions = std::variant<BasicAlphaFunction<double>>; template <typename NumType, typename AlphaFunctions> class GenericCubic { protected: std::valarray<NumType> ai, bi; const NumType Delta1, Delta2, OmegaA, OmegaB; int superanc_index; const AlphaFunctions alphas; Eigen::ArrayXXd kmat; nlohmann::json meta; template<typename TType, typename IndexType> auto get_ai(TType T, IndexType i) const { return ai[i]; } template<typename TType, typename IndexType> auto get_bi(TType T, IndexType i) const { return bi[i]; } template<typename IndexType> void check_kmat(IndexType N) { if (kmat.cols() != kmat.rows()) { throw teqp::InvalidArgument("kmat rows [" + std::to_string(kmat.rows()) + "] and columns [" + std::to_string(kmat.cols()) + "] are not identical"); } if (kmat.cols() == 0) { kmat.resize(N, N); kmat.setZero(); } else if (kmat.cols() != N) { throw teqp::InvalidArgument("kmat needs to be a square matrix the same size as the number of components [" + std::to_string(N) + "]"); } }; public: GenericCubic(NumType Delta1, NumType Delta2, NumType OmegaA, NumType OmegaB, int superanc_index, const std::valarray<NumType>& Tc_K, const std::valarray<NumType>& pc_Pa, const AlphaFunctions& alphas, const Eigen::ArrayXXd& kmat) : Delta1(Delta1), Delta2(Delta2), OmegaA(OmegaA), OmegaB(OmegaB), superanc_index(superanc_index), alphas(alphas), kmat(kmat) { ai.resize(Tc_K.size()); bi.resize(Tc_K.size()); for (auto i = 0; i < Tc_K.size(); ++i) { ai[i] = OmegaA * pow2(Ru * Tc_K[i]) / pc_Pa[i]; bi[i] = OmegaB * Ru * Tc_K[i] / pc_Pa[i]; } check_kmat(ai.size()); }; void set_meta(const nlohmann::json& j) { meta = j; } auto get_meta() const { return meta; } auto get_kmat() const { return kmat; } /// Return a tuple of saturated liquid and vapor densities for the EOS given the temperature /// Uses the superancillary equations from Bell and Deiters: auto superanc_rhoLV(double T) const { if (ai.size() != 1) { throw std::invalid_argument("function only available for pure species"); } const std::valarray<double> z = { 1.0 }; auto b = get_b(T, z); auto Ttilde = R(z)*T*b/get_a(T,z); return std::make_tuple( CubicSuperAncillary::supercubic(superanc_index, CubicSuperAncillary::RHOL_CODE, Ttilde)/b, CubicSuperAncillary::supercubic(superanc_index, CubicSuperAncillary::RHOV_CODE, Ttilde)/b ); } const NumType Ru = get_R_gas<double>(); /// Universal gas constant, exact number template<class VecType> auto R(const VecType& molefrac) const { return Ru; } template<typename TType, typename CompType> auto get_a(TType T, const CompType& molefracs) const { std::common_type_t<TType, decltype(molefracs[0])> a_ = 0.0; auto ai = this->ai; for (auto i = 0; i < molefracs.size(); ++i) { auto alphai = forceeval(std::visit([&](auto& t) { return t(T); }, alphas[i])); auto ai_ = forceeval(ai[i] * alphai); for (auto j = 0; j < molefracs.size(); ++j) { auto alphaj = forceeval(std::visit([&](auto& t) { return t(T); }, alphas[j])); auto aj_ = ai[j] * alphaj; auto aij = forceeval((1 - kmat(i,j)) * sqrt(ai_ * aj_)); a_ = a_ + molefracs[i] * molefracs[j] * aij; } } return forceeval(a_); } template<typename TType, typename CompType> auto get_b(TType /*T*/, const CompType& molefracs) const { std::common_type_t<TType, decltype(molefracs[0])> b_ = 0.0; for (auto i = 0; i < molefracs.size(); ++i) { b_ = b_ + molefracs[i] * bi[i]; } return forceeval(b_); } template<typename TType, typename RhoType, typename MoleFracType> auto alphar(const TType& T, const RhoType& rho, const MoleFracType& molefrac) const { if (molefrac.size() != alphas.size()) { throw std::invalid_argument("Sizes do not match"); } auto b = get_b(T, molefrac); auto Psiminus = -log(1.0 - b * rho); auto Psiplus = log((Delta1 * b * rho + 1.0) / (Delta2 * b * rho + 1.0)) / (b * (Delta1 - Delta2)); auto val = Psiminus - get_a(T, molefrac) / (Ru * T) * Psiplus; return forceeval(val); } }; template <typename TCType, typename PCType, typename AcentricType> auto canonical_SRK(TCType Tc_K, PCType pc_K, AcentricType acentric, const Eigen::ArrayXXd& kmat = {}) { double Delta1 = 1; double Delta2 = 0; AcentricType m = 0.48 + 1.574 * acentric - 0.176 * acentric * acentric; std::vector<AlphaFunctionOptions> alphas; for (auto i = 0; i < Tc_K.size(); ++i) { alphas.emplace_back(BasicAlphaFunction(Tc_K[i], m[i])); } // See https://doi.org/10.1021/acs.iecr.1c00847 double OmegaA = 1.0 / (9.0 * (cbrt(2) - 1)); double OmegaB = (cbrt(2) - 1) / 3; nlohmann::json meta = { {"Delta1", Delta1}, {"Delta2", Delta2}, {"OmegaA", OmegaA}, {"OmegaB", OmegaB}, {"kind", "Soave-Redlich-Kwong"} }; auto cub = GenericCubic(Delta1, Delta2, OmegaA, OmegaB, CubicSuperAncillary::SRK_CODE, Tc_K, pc_K, std::move(alphas), kmat); cub.set_meta(meta); return cub; } template <typename TCType, typename PCType, typename AcentricType> auto canonical_PR(TCType Tc_K, PCType pc_K, AcentricType acentric, const Eigen::ArrayXXd& kmat = {}) { double Delta1 = 1+sqrt(2.0); double Delta2 = 1-sqrt(2.0); AcentricType m = acentric*0.0; std::vector<AlphaFunctionOptions> alphas; for (auto i = 0; i < Tc_K.size(); ++i) { if (acentric[i] < 0.491) { m[i] = 0.37464 + 1.54226*acentric[i] - 0.26992*pow2(acentric[i]); } else { m[i] = 0.379642 + 1.48503*acentric[i] -0.164423*pow2(acentric[i]) + 0.016666*pow3(acentric[i]); } alphas.emplace_back(BasicAlphaFunction(Tc_K[i], m[i])); } // See https://doi.org/10.1021/acs.iecr.1c00847 double OmegaA = 0.45723552892138218938; double OmegaB = 0.077796073903888455972; nlohmann::json meta = { {"Delta1", Delta1}, {"Delta2", Delta2}, {"OmegaA", OmegaA}, {"OmegaB", OmegaB}, {"kind", "Peng-Robinson"} }; auto cub = GenericCubic(Delta1, Delta2, OmegaA, OmegaB, CubicSuperAncillary::PR_CODE, Tc_K, pc_K, std::move(alphas), kmat); cub.set_meta(meta); return cub; } }; // namespace teqp