Diagnostic device, diagnostic method, and non-transitory computer-readable recording medium storing diagnostic instructions
A diagnostic device includes: a calculator that calculates a value related to a capacity of a battery cell based on a result of comparison between a measurement Q-V curve and a reference Q-V curve, the measurement Q-V curve indicating a relation between a voltage and an integrated current amount that are obtained from measurement data of the battery cell. The calculator further calculates at least one of: an amount of capacity deterioration caused by a voltage difference between the measurement Q-V curve and the reference Q-V curve by multiplying an inclination of the measurement Q-V curve by the voltage difference, and a temporary maximum capacity after capacity deterioration caused by a change in the inclination of the measurement Q-V curve to an inclination of the reference Q-V curve.
1 . A diagnostic device comprising:
a voltage detector that detects voltage of a battery cell;
a current detector that detects current of the battery cell;
a storage that stores reference data and measurement data including the detected voltage and the detected current; and
calculators that:
acquire:
a measurement Q-V curve indicating a relation between a voltage and an integrated current amount that are obtained from the measurement data, and
a reference Q-V curve obtained from the reference data,
include:
a first calculator that calculates an amount of capacity deterioration caused by a voltage difference between the measurement Q-V curve and the reference Q-V curve by multiplying an inclination of the measurement Q-V curve by the voltage difference;
a second calculator that calculates a temporary maximum capacity after capacity deterioration caused by a change in the inclination of the measurement Q-V curve to an inclination of the reference Q-V curve by multiplying a ratio between the inclination of the measurement Q-V curve and the inclination of the reference Q-V curve by a reference maximum capacity; and
a maximum capacity calculator that calculates a maximum capacity of the battery cell by subtracting the calculated amount of capacity deterioration from the calculated temporary maximum capacity, and
causes a display to display the calculated maximum capacity.
2 . The diagnostic device according to claim 1 , wherein the voltage difference is a voltage difference between a feature point of a differential curve of the measurement Q-V curve and another feature point of another differential curve of the reference Q-V curve.
3 . The diagnostic device according to claim 2 , wherein
the feature point is a local maximum value that first appears in the differential curve,
the another feature point is a local maximum value that first appears in the another differential curve,
the inclination of the measurement Q-V curve is an inclination at a voltage equal to or greater than a voltage of the feature point, and
the inclination of the reference Q-V curve is an inclination at a voltage equal to or greater than a voltage of the another feature point.
4 . The diagnostic device according to claim 1 , wherein
the calculators further:
generate a function model fitted to the reference Q-V curve,
fit the generated function model to the measurement data of the battery cell, and
calculate the maximum capacity of the battery cell based on the function model after the fitting.
5 . The diagnostic device according to claim 4 , wherein the calculators align a position of a feature point in a differential curve of the function model before the fitting with another position of another feature point in another differential curve of the function model after the fitting.
6 . The diagnostic device according to claim 5 , wherein
the feature point is a local maximum value that first appears in the differential curve,
the another feature point is a local maximum value that first appears in the another differential curve,
the function model before fitting is a function model at a voltage equal to or greater than a voltage of the feature point, and
the function model after fitting is a function model at a voltage equal to or greater than a voltage of the another feature point.
7 . A diagnostic method comprising:
detecting, with a voltage detector, voltage of a battery cell;
detecting, with a current detector, current of the battery cell;
storing reference data and measurement data including the detected voltage and the detected current in a storage;
acquiring:
a measurement Q-V curve indicating a relation between a voltage and an integrated current amount that are obtained from the measurement data, and
a reference Q-V curve obtained from the reference data;
calculating, with a first calculator, an amount of capacity deterioration caused by a voltage difference between the measurement Q-V curve and the reference Q-V curve by multiplying an inclination of the measurement Q-V curve by the voltage difference;
calculating, with a second calculator, a temporary maximum capacity after capacity deterioration caused by a change in the inclination of the measurement Q-V curve to an inclination of the reference Q-V curve by multiplying a ratio between the inclination of the measurement Q-V curve and the inclination of the reference Q-V curve by a reference maximum capacity;
calculating, with a maximum capacity calculator, a maximum capacity of the battery cell by subtracting the calculated amount of capacity deterioration from the calculated temporary maximum capacity; and
causing a display to display the calculated maximum capacity.
8 . The diagnostic method according to claim 7 further comprising:
generating a function model fitted to the reference Q-V curve;
fitting the generated function model to the measurement data of the battery cell; and
calculating the maximum capacity of the battery cell based on the function model after the fitting.
9 . A non-transitory computer-readable recording medium having stored therein diagnostic instructions that cause a computer to execute:
detecting, with a voltage detector, voltage of a battery cell;
detecting, with a current detector, current of the battery cell;
storing reference data and measurement data including the detected voltage and the detected current in a storage;
acquiring:
a measurement Q-V curve indicating a relation between a voltage and an integrated current amount that are obtained from the measurement data, and
a reference Q-V curve obtained from the reference data;
calculating, with a first calculator, an amount of capacity deterioration caused by a voltage difference between the measurement Q-V curve and the reference Q-V curve by multiplying an inclination of the measurement Q-V curve by the voltage difference;
calculating, with a second calculator, a temporary maximum capacity after capacity deterioration caused by a change in the inclination of the measurement Q-V curve to an inclination of the reference Q-V curve by multiplying a ratio between the inclination of the measurement Q-V curve and the inclination of the reference Q-V curve by a reference maximum capacity;
calculating, with a maximum capacity calculator, a maximum capacity of the battery cell by subtracting the calculated amount of capacity deterioration from the calculated temporary maximum capacity; and
causing a display to display the calculated maximum capacity.
10 . The non-transitory computer-readable recording medium according to claim 9 , wherein the diagnostic instructions that further cause the computer to execute:
generating a function model fitted to the reference Q-V curve;
fitting the generated function model to the measurement data of the battery cell; and
calculating the maximum capacity of the battery cell based on the function model after the fitting.