Source code for fastga.models.aerodynamics.components.cd0_fuselage

"""Estimation of the fuselage profile drag."""
#  This file is part of FAST-OAD_CS23 : A framework for rapid Overall Aircraft Design
#  Copyright (C) 2022  ONERA & ISAE-SUPAERO
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import numpy as np
import fastoad.api as oad
from openmdao.core.explicitcomponent import ExplicitComponent

from ..constants import SUBMODEL_CD0_FUSELAGE


[docs]@oad.RegisterSubmodel(SUBMODEL_CD0_FUSELAGE, "fastga.submodel.aerodynamics.fuselage.cd0.legacy") class Cd0Fuselage(ExplicitComponent): """ Profile drag estimation for the fuselage Based on : Gudmundsson, Snorri. General aviation aircraft design: Applied Methods and Procedures. Butterworth-Heinemann, 2013. """
[docs] def initialize(self): self.options.declare("low_speed_aero", default=False, types=bool)
[docs] def setup(self): self.add_input("data:geometry:fuselage:maximum_height", val=np.nan, units="m") self.add_input("data:geometry:fuselage:maximum_width", val=np.nan, units="m") self.add_input("data:geometry:fuselage:length", val=np.nan, units="m") self.add_input("data:geometry:fuselage:wet_area", val=np.nan, units="m**2") self.add_input("data:geometry:wing:area", val=np.nan, units="m**2") if self.options["low_speed_aero"]: self.add_input("data:aerodynamics:low_speed:unit_reynolds", val=np.nan, units="m**-1") self.add_output("data:aerodynamics:fuselage:low_speed:CD0", val=0.025) self.declare_partials( of="data:aerodynamics:fuselage:low_speed:CD0", wrt="*", method="exact" ) else: self.add_input("data:aerodynamics:cruise:unit_reynolds", val=np.nan, units="m**-1") self.add_output("data:aerodynamics:fuselage:cruise:CD0", val=0.025) self.declare_partials( of="data:aerodynamics:fuselage:cruise:CD0", wrt="*", method="exact" ) self.declare_partials("*", "*", method="exact")
[docs] def compute(self, inputs, outputs, discrete_inputs=None, discrete_outputs=None): height = inputs["data:geometry:fuselage:maximum_height"] width = inputs["data:geometry:fuselage:maximum_width"] length = inputs["data:geometry:fuselage:length"] wet_area_fus = inputs["data:geometry:fuselage:wet_area"] wing_area = inputs["data:geometry:wing:area"] if self.options["low_speed_aero"]: unit_reynolds = inputs["data:aerodynamics:low_speed:unit_reynolds"] else: unit_reynolds = inputs["data:aerodynamics:cruise:unit_reynolds"] # Local Reynolds: reynolds = unit_reynolds * length # 5% NLF x_trans = 0.05 # Roots x0_turbulent = 36.9 * x_trans**0.625 * reynolds**-0.375 cf_fus = 0.074 * reynolds**-0.2 * (1.0 - (x_trans - x0_turbulent)) ** 0.8 fineness_ratio = length / np.sqrt(4 * height * width / np.pi) form_factor_fus = 1.0 + 60.0 / (fineness_ratio**3.0) + fineness_ratio / 400.0 # Fuselage cd0_fuselage = cf_fus * form_factor_fus * wet_area_fus / wing_area # Cockpit window (Gudmundsson p727) cd0_window = 0.002 * (height * width) / wing_area if self.options["low_speed_aero"]: outputs["data:aerodynamics:fuselage:low_speed:CD0"] = cd0_fuselage + cd0_window else: outputs["data:aerodynamics:fuselage:cruise:CD0"] = cd0_fuselage + cd0_window
[docs] def compute_partials(self, inputs, partials, discrete_inputs=None): height = inputs["data:geometry:fuselage:maximum_height"] width = inputs["data:geometry:fuselage:maximum_width"] length = inputs["data:geometry:fuselage:length"] wet_area_fus = inputs["data:geometry:fuselage:wet_area"] wing_area = inputs["data:geometry:wing:area"] if self.options["low_speed_aero"]: unit_reynolds = inputs["data:aerodynamics:low_speed:unit_reynolds"] else: unit_reynolds = inputs["data:aerodynamics:cruise:unit_reynolds"] d_cd0_w_d_height = 0.002 * width / wing_area d_cd0_w_d_width = 0.002 * height / wing_area d_cd0_w_d_area = -0.002 * width * height / wing_area**2.0 # Local Reynolds: reynolds = unit_reynolds * length x_trans = 0.05 x0_turbulent = 36.9 * x_trans**0.625 * reynolds**-0.375 d_x0_turb_d_unit_re = ( -0.375 * 36.9 * x_trans**0.625 * length**-0.375 * unit_reynolds**-1.375 ) d_x0_turb_d_length = -0.375 * 36.9 * x_trans**0.625 * unit_reynolds**-0.375 * length**-1.375 cf_fus = 0.074 * reynolds**-0.2 * (1.0 - (x_trans - x0_turbulent)) ** 0.8 d_cf_fus_d_unit_re = ( -0.2 * 0.074 * length**-0.2 * unit_reynolds**-1.2 * (1.0 - (x_trans - x0_turbulent)) ** 0.8 ) + 0.074 * reynolds**-0.2 * 0.8 * ( 1.0 - (x_trans - x0_turbulent) ) ** -0.2 * d_x0_turb_d_unit_re d_cf_fus_d_length = ( -0.2 * 0.074 * unit_reynolds**-0.2 * length**-1.2 * (1.0 - (x_trans - x0_turbulent)) ** 0.8 ) + 0.074 * reynolds**-0.2 * 0.8 * ( 1.0 - (x_trans - x0_turbulent) ) ** -0.2 * d_x0_turb_d_length fineness_ratio = length / np.sqrt(4 * height * width / np.pi) d_f_d_length = 1.0 / np.sqrt(4 * height * width / np.pi) d_f_d_height = -0.5 * length / np.sqrt(4 * width / np.pi) * height**-1.5 d_f_d_width = -0.5 * length / np.sqrt(4 * height / np.pi) * width**-1.5 form_factor_fus = 1.0 + 60.0 / (fineness_ratio**3.0) + fineness_ratio / 400.0 d_ff_d_f = -3.0 * 60 * fineness_ratio**-4.0 + 1.0 / 400.0 d_ff_d_length = d_ff_d_f * d_f_d_length d_ff_d_height = d_ff_d_f * d_f_d_height d_ff_d_width = d_ff_d_f * d_f_d_width d_cd0_fus_d_length = ( wet_area_fus / wing_area * (d_cf_fus_d_length * form_factor_fus + d_ff_d_length * cf_fus) ) d_cd0_fus_d_height = cf_fus * wet_area_fus / wing_area * d_ff_d_height d_cd0_fus_d_width = cf_fus * wet_area_fus / wing_area * d_ff_d_width d_cd0_fus_d_unit_re = form_factor_fus * wet_area_fus / wing_area * d_cf_fus_d_unit_re d_cd0_fus_d_wet_area = form_factor_fus * cf_fus / wing_area d_cd0_fus_d_area = -form_factor_fus * cf_fus * wet_area_fus / wing_area**2.0 if self.options["low_speed_aero"]: partials[ "data:aerodynamics:fuselage:low_speed:CD0", "data:geometry:fuselage:maximum_height" ] = d_cd0_fus_d_height + d_cd0_w_d_height partials[ "data:aerodynamics:fuselage:low_speed:CD0", "data:geometry:fuselage:maximum_width" ] = d_cd0_fus_d_width + d_cd0_w_d_width partials[ "data:aerodynamics:fuselage:low_speed:CD0", "data:geometry:fuselage:length" ] = d_cd0_fus_d_length partials[ "data:aerodynamics:fuselage:low_speed:CD0", "data:geometry:fuselage:wet_area" ] = d_cd0_fus_d_wet_area partials["data:aerodynamics:fuselage:low_speed:CD0", "data:geometry:wing:area"] = ( d_cd0_fus_d_area + d_cd0_w_d_area ) partials[ "data:aerodynamics:fuselage:low_speed:CD0", "data:aerodynamics:low_speed:unit_reynolds", ] = d_cd0_fus_d_unit_re else: partials[ "data:aerodynamics:fuselage:cruise:CD0", "data:geometry:fuselage:maximum_height" ] = d_cd0_fus_d_height + d_cd0_w_d_height partials[ "data:aerodynamics:fuselage:cruise:CD0", "data:geometry:fuselage:maximum_width" ] = d_cd0_fus_d_width + d_cd0_w_d_width partials["data:aerodynamics:fuselage:cruise:CD0", "data:geometry:fuselage:length"] = ( d_cd0_fus_d_length ) partials["data:aerodynamics:fuselage:cruise:CD0", "data:geometry:fuselage:wet_area"] = ( d_cd0_fus_d_wet_area ) partials["data:aerodynamics:fuselage:cruise:CD0", "data:geometry:wing:area"] = ( d_cd0_fus_d_area + d_cd0_w_d_area ) partials[ "data:aerodynamics:fuselage:cruise:CD0", "data:aerodynamics:cruise:unit_reynolds", ] = d_cd0_fus_d_unit_re