Source code for fastga.models.performances.mission.mission_components.cruise

"""Simple module for cruise computation."""
#  This file is part of FAST-OAD_CS23 : A framework for rapid Overall Aircraft Design
#  Copyright (C) 2022  ONERA & ISAE-SUPAERO
#  FAST is free software: you can redistribute it and/or modify
#  it under the terms of the GNU General Public License as published by
#  the Free Software Foundation, either version 3 of the License, or
#  (at your option) any later version.
#  This program is distributed in the hope that it will be useful,
#  but WITHOUT ANY WARRANTY; without even the implied warranty of
#  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
#  GNU General Public License for more details.
#  You should have received a copy of the GNU General Public License
#  along with this program.  If not, see <https://www.gnu.org/licenses/>.

import logging
import time
import numpy as np

# noinspection PyProtectedMember
from fastoad.module_management._bundle_loader import BundleLoader
import fastoad.api as oad
from fastoad.constants import EngineSetting

from stdatm import Atmosphere

from ..dynamic_equilibrium import DynamicEquilibrium
from ..constants import SUBMODEL_CRUISE

_LOGGER = logging.getLogger(__name__)

POINTS_NB_CRUISE = 100
MAX_CALCULATION_TIME = 15  # time in seconds

oad.RegisterSubmodel.active_models[SUBMODEL_CRUISE] = (
    "fastga.submodel.performances.mission.cruise.legacy"
)


[docs]@oad.RegisterSubmodel(SUBMODEL_CRUISE, "fastga.submodel.performances.mission.cruise.legacy") class ComputeCruise(DynamicEquilibrium): """ Compute the fuel consumption on cruise segment with constant VTAS and altitude. The hypothesis of small alpha/gamma angles is done. """ def __init__(self, **kwargs): super().__init__(**kwargs) self._engine_wrapper = None
[docs] def initialize(self): super().initialize() self.options.declare("propulsion_id", default="", types=str)
[docs] def setup(self): super().setup() self._engine_wrapper = BundleLoader().instantiate_component(self.options["propulsion_id"]) self._engine_wrapper.setup(self) self.add_input("data:TLAR:range", np.nan, units="m") self.add_input("data:TLAR:v_cruise", val=np.nan, units="m/s") self.add_input("data:aerodynamics:aircraft:cruise:CD0", np.nan) self.add_input("data:aerodynamics:wing:cruise:induced_drag_coefficient", np.nan) self.add_input("data:aerodynamics:horizontal_tail:cruise:induced_drag_coefficient", np.nan) self.add_input("data:weight:aircraft:MTOW", np.nan, units="kg") self.add_input("data:mission:sizing:taxi_out:fuel", np.nan, units="kg") self.add_input("data:mission:sizing:takeoff:fuel", np.nan, units="kg") self.add_input("data:mission:sizing:initial_climb:fuel", np.nan, units="kg") self.add_input("data:mission:sizing:main_route:climb:fuel", np.nan, units="kg") self.add_input("data:mission:sizing:main_route:climb:distance", np.nan, units="m") self.add_input("data:mission:sizing:main_route:descent:distance", np.nan, units="m") self.add_input("data:mission:sizing:main_route:climb:duration", np.nan, units="s") self.add_output("data:mission:sizing:main_route:cruise:fuel", units="kg") self.add_output("data:mission:sizing:main_route:cruise:distance", units="m") self.add_output("data:mission:sizing:main_route:cruise:duration", units="s") self.declare_partials("*", "*", method="fd")
[docs] def compute(self, inputs, outputs, discrete_inputs=None, discrete_outputs=None): propulsion_model = self._engine_wrapper.get_model(inputs) v_tas = inputs["data:TLAR:v_cruise"] cruise_distance = max( 0.0, ( inputs["data:TLAR:range"] - inputs["data:mission:sizing:main_route:climb:distance"] - inputs["data:mission:sizing:main_route:descent:distance"] ), ) if cruise_distance == 0.0: _LOGGER.warning( "Cruise distance is negative, check the input value mainly the range " "and/or the climb and descent inputs" ) wing_area = inputs["data:geometry:wing:area"] cruise_altitude = inputs["data:mission:sizing:main_route:cruise:altitude"] mtow = inputs["data:weight:aircraft:MTOW"] m_to = inputs["data:mission:sizing:taxi_out:fuel"] m_tk = inputs["data:mission:sizing:takeoff:fuel"] m_ic = inputs["data:mission:sizing:initial_climb:fuel"] m_cl = inputs["data:mission:sizing:main_route:climb:fuel"] # Define specific time step ~POINTS_NB_CRUISE points for calculation time_step = (cruise_distance / v_tas) / float(POINTS_NB_CRUISE) # Define initial conditions t_start = time.time() distance_t = 0.0 time_t = 0.0 mass_fuel_t = 0.0 mass_t = mtow - (m_to + m_tk + m_ic + m_cl) atm = Atmosphere(cruise_altitude, altitude_in_feet=False) atm.true_airspeed = v_tas previous_step = () self.flight_points = [] while distance_t < cruise_distance: flight_point = oad.FlightPoint( altitude=cruise_altitude, time=time_t, ground_distance=distance_t, engine_setting=EngineSetting.CRUISE, thrust_is_regulated=True, mass=mass_t, name="sizing:main_route:cruise", ) self.complete_flight_point(flight_point, v_tas=v_tas) # Calculate dynamic pressure dynamic_pressure = 0.5 * atm.density * v_tas**2 # Find equilibrium previous_step = self.dynamic_equilibrium( inputs, 0.0, dynamic_pressure, 0.0, 0.0, mass_t, "none", previous_step[0:2] ) flight_point.thrust = float(previous_step[1]) # Compute consumption propulsion_model.compute_flight_points(flight_point) if flight_point.thrust_rate > 1.0: _LOGGER.warning("Thrust rate is above 1.0, value clipped at 1.0") # Save results self.compute_flight_point_drag( flight_point=flight_point, equilibrium_result=previous_step, wing_area=wing_area ) self.add_flight_point(flight_point=flight_point, equilibrium_result=previous_step) consumed_mass_1s = propulsion_model.get_consumed_mass(flight_point, 1.0) # Calculate distance increase distance_t += v_tas * min(time_step, (cruise_distance - distance_t) / v_tas) # Estimate mass evolution and update time mass_fuel_t += consumed_mass_1s * min(time_step, (cruise_distance - distance_t) / v_tas) mass_t = mass_t - consumed_mass_1s * min( time_step, (cruise_distance - distance_t) / v_tas ) time_t += min(time_step, (cruise_distance - distance_t) / v_tas) # Check calculation duration if (time.time() - t_start) > MAX_CALCULATION_TIME: raise Exception( "Time calculation duration for cruise phase [%f s] exceeded!" % MAX_CALCULATION_TIME ) # Save results if self.options["out_file"] != "": self.save_csv() outputs["data:mission:sizing:main_route:cruise:fuel"] = mass_fuel_t outputs["data:mission:sizing:main_route:cruise:distance"] = distance_t outputs["data:mission:sizing:main_route:cruise:duration"] = time_t