Source code for basd.simulation.model_api

#!/usr/bin/env python3
# -*- coding: utf-8 -*-
#
# Copyright (c) 2010 - 2024, Fraunhofer-Gesellschaft zur Foerderung der angewandten Forschung e.V.
# All rights reserved.
#
# SPDX-License-Identifier: BSD-3-Clause
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions are met:
#
# 1. Redistributions of source code must retain the above copyright notice, this
#    list of conditions and the following disclaimer.
#
# 2. Redistributions in binary form must reproduce the above copyright notice,
#    this list of conditions and the following disclaimer in the documentation
#    and/or other materials provided with the distribution.
#
# 3. Neither the name of the copyright holder nor the names of its
#    contributors may be used to endorse or promote products derived from
#    this software without specific prior written permission.
#
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
# DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
# FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
# DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
# SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
# CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
# OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

"""API definition for the aging model"""

from abc import ABC, abstractmethod
from typing import Any

import pandas as pd


[docs] class BasdModelAPI(ABC): """Model API of basd"""
[docs] @abstractmethod def get_initial_state_vector(self, system_design: dict) -> Any: """abstract method to get the state vector :param system_design: the system design as dictionary extracted from the report :return: a custom defined state vector for the models should be returned """
[docs] @abstractmethod def cyclic_aging( self, state_vector: Any, profile: pd.DataFrame, ambient_temperature: float, system_design: dict, ) -> dict: """abstract method for the cyclic aging model :param state_vector: one specific state vector :param profile: a profile as pandas DataFrame :param ambient_temperature: the ambient temperature during the usage of the battery cell :param system_design: the system design as dictionary extracted from the report """
[docs] @abstractmethod def calendric_aging( self, state_vector: Any, duration: int, ambient_temperature: float ) -> dict: """abstract method for the calendric aging model :param state_vector: one specific state vector :param duration: the storage duration in days :param ambient_temperature: the ambient temperature during the storage of the battery cell """