feos 0.9.5

FeOs - A framework for equations of state and classical density functional theory.
Documentation
use super::GcPcSaftEosParameters;
use crate::hard_sphere::HardSphereProperties;
use feos_core::StateHD;
use nalgebra::DMatrix;
use num_dual::DualNum;
use std::f64::consts::{FRAC_PI_3, PI};

// Dipole parameters
pub const AD: [[f64; 3]; 5] = [
    [0.30435038064, 0.95346405973, -1.16100802773],
    [-0.13585877707, -1.83963831920, 4.52586067320],
    [1.44933285154, 2.01311801180, 0.97512223853],
    [0.35569769252, -7.37249576667, -12.2810377713],
    [-2.06533084541, 8.23741345333, 5.93975747420],
];

pub const BD: [[f64; 3]; 5] = [
    [0.21879385627, -0.58731641193, 3.48695755800],
    [-1.18964307357, 1.24891317047, -14.9159739347],
    [1.16268885692, -0.50852797392, 15.3720218600],
    [0.0; 3],
    [0.0; 3],
];

pub const CD: [[f64; 3]; 4] = [
    [-0.06467735252, -0.95208758351, -0.62609792333],
    [0.19758818347, 2.99242575222, 1.29246858189],
    [-0.80875619458, -2.38026356489, 1.65427830900],
    [0.69028490492, -0.27012609786, -3.43967436378],
];

pub const PI_SQ_43: f64 = 4.0 * PI * FRAC_PI_3;

fn pair_integral_ij<D: DualNum<f64> + Copy>(mij1: f64, mij2: f64, eta: D, eps_ij_t: D) -> D {
    let eta2 = eta * eta;
    let etas = [D::one(), eta, eta2, eta2 * eta, eta2 * eta2];
    (0..AD.len())
        .map(|i| {
            etas[i]
                * (eps_ij_t * (BD[i][0] + mij1 * BD[i][1] + mij2 * BD[i][2])
                    + (AD[i][0] + mij1 * AD[i][1] + mij2 * AD[i][2]))
        })
        .sum()
}

fn triplet_integral_ijk<D: DualNum<f64> + Copy>(mijk1: f64, mijk2: f64, eta: D) -> D {
    let eta2 = eta * eta;
    let etas = [D::one(), eta, eta2, eta2 * eta];
    (0..CD.len())
        .map(|i| etas[i] * (CD[i][0] + mijk1 * CD[i][1] + mijk2 * CD[i][2]))
        .sum()
}

pub(super) struct Dipole {
    mij1: DMatrix<f64>,
    mij2: DMatrix<f64>,
    mijk1: Vec<DMatrix<f64>>,
    mijk2: Vec<DMatrix<f64>>,
    f2_term: DMatrix<f64>,
    f3_term: Vec<DMatrix<f64>>,
}

impl Dipole {
    pub fn new(parameters: &GcPcSaftEosParameters) -> Self {
        let ndipole = parameters.dipole_comp.len();

        let f2_term = DMatrix::from_fn(ndipole, ndipole, |i, j| {
            parameters.mu2[i] * parameters.mu2[j] / parameters.s_ij[(i, j)].powi(3)
        });

        let f3_term = (0..ndipole)
            .map(|i| {
                DMatrix::from_fn(ndipole, ndipole, |j, k| {
                    parameters.mu2[i] * parameters.mu2[j] * parameters.mu2[k]
                        / (parameters.s_ij[(i, j)]
                            * parameters.s_ij[(i, k)]
                            * parameters.s_ij[(j, k)])
                })
            })
            .collect();

        let mut mij1 = DMatrix::zeros(ndipole, ndipole);
        let mut mij2 = DMatrix::zeros(ndipole, ndipole);
        let mut mijk1 = vec![DMatrix::zeros(ndipole, ndipole); ndipole];
        let mut mijk2 = vec![DMatrix::zeros(ndipole, ndipole); ndipole];
        for i in 0..ndipole {
            let mi = parameters.m_mix[i].min(2.0);
            mij1[(i, i)] = (mi - 1.0) / mi;
            mij2[(i, i)] = mij1[(i, i)] * (mi - 2.0) / mi;

            mijk1[i][(i, i)] = mij1[(i, i)];
            mijk2[i][(i, i)] = mij2[(i, i)];
            for j in i + 1..ndipole {
                let mj = parameters.m_mix[j].min(2.0);
                let mij = (mi * mj).sqrt();
                mij1[(i, j)] = (mij - 1.0) / mij;
                mij2[(i, j)] = mij1[(i, j)] * (mij - 2.0) / mij;
                let mijk = (mi * mi * mj).cbrt();
                mijk1[i][(i, j)] = (mijk - 1.0) / mijk;
                mijk2[i][(i, j)] = mijk1[i][(i, j)] * (mijk - 2.0) / mijk;
                let mijk = (mi * mj * mj).cbrt();
                mijk1[i][(j, j)] = (mijk - 1.0) / mijk;
                mijk2[i][(j, j)] = mijk1[i][(j, j)] * (mijk - 2.0) / mijk;
                for k in j + 1..ndipole {
                    let mk = parameters.m_mix[k].min(2.0);
                    let mijk = (mi * mj * mk).cbrt();
                    mijk1[i][(j, k)] = (mijk - 1.0) / mijk;
                    mijk2[i][(j, k)] = mijk1[i][(j, k)] * (mijk - 2.0) / mijk;
                }
            }
        }
        Self {
            mij1,
            mij2,
            mijk1,
            mijk2,
            f2_term,
            f3_term,
        }
    }
}

impl Dipole {
    pub(super) fn helmholtz_energy_density<D: DualNum<f64> + Copy>(
        &self,
        parameters: &GcPcSaftEosParameters,
        state: &StateHD<D>,
    ) -> D {
        let p = parameters;
        let ndipole = p.dipole_comp.len();

        let t_inv = state.temperature.inv();
        let eps_ij_t = DMatrix::from_fn(ndipole, ndipole, |i, j| t_inv * p.e_k_ij[(i, j)]);

        let rho = &state.partial_density;
        let eta = p.zeta(state.temperature, &state.partial_density, [3])[0];

        let mut phi2 = D::zero();
        let mut phi3 = D::zero();
        for i in 0..ndipole {
            let di = p.dipole_comp[i];
            phi2 -= (rho[di] * rho[di] * self.f2_term[(i, i)])
                * pair_integral_ij(self.mij1[(i, i)], self.mij2[(i, i)], eta, eps_ij_t[(i, i)]);
            phi3 -= (rho[di] * rho[di] * rho[di] * self.f3_term[i][(i, i)])
                * triplet_integral_ijk(self.mijk1[i][(i, i)], self.mijk2[i][(i, i)], eta);
            for j in (i + 1)..ndipole {
                let dj = p.dipole_comp[j];
                phi2 -= (rho[di] * rho[dj] * self.f2_term[(i, j)])
                    * pair_integral_ij(self.mij1[(i, j)], self.mij2[(i, j)], eta, eps_ij_t[(i, j)])
                    * 2.0;
                phi3 -= (rho[di] * rho[di] * rho[dj] * self.f3_term[i][(i, j)])
                    * triplet_integral_ijk(self.mijk1[i][(i, j)], self.mijk2[i][(i, j)], eta)
                    * 3.0;
                phi3 -= (rho[di] * rho[dj] * rho[dj] * self.f3_term[i][(j, j)])
                    * triplet_integral_ijk(self.mijk1[i][(j, j)], self.mijk2[i][(j, j)], eta)
                    * 3.0;
                for k in (j + 1)..ndipole {
                    let dk = p.dipole_comp[k];
                    phi3 -= (rho[di] * rho[dj] * rho[dk] * self.f3_term[i][(j, k)])
                        * triplet_integral_ijk(self.mijk1[i][(j, k)], self.mijk2[i][(j, k)], eta)
                        * 6.0;
                }
            }
        }
        phi2 *= t_inv * t_inv * PI;
        phi3 *= t_inv.powi(3) * PI_SQ_43;
        let mut result = phi2 * phi2 / (phi2 - phi3);
        if result.re().is_nan() {
            result = phi2
        }
        result
    }
}