Patent Application
20160377686
The present embodiment relates to a degradation estimation method, a degradation estimation system, and a degradation estimation program.
A secondary battery gradually degrades after the manufacture thereof and deterioration of characteristics such as a decrease in capacity and a rise in resistance occurs. The degradation of a battery affects the system using the battery and if the level of degradation is high, the battery capacity or output characteristics needed by the system may not be satisfied and the system operation may be stopped and thus, it is important to estimate the degradation of a battery. That is, the system using a battery desirably detects the life of the battery. It is known that the degradation speed of a battery changes depending on how the battery is used (such as the ambient temperature and the charge/discharge range) and some methods of estimating the degradation of the battery have been proposed.
Hereinafter, the embodiments will be described with reference to the drawings. Blocks of the same name in each diagram can perform substantially the same operation.
According to an embodiment, a degradation estimation method includes obtaining duration information of a non-operational state of a battery control apparatus having a function to calculate a state of charge of a battery, determining first or second degradation information in accordance with a self-discharged amount of the battery based on a degradation information database including degradation of the battery in accordance with a set state of charge and a set temperature, and estimating the degradation of the battery in a non-operational state based on the first or second degradation information, wherein the first degradation information is determined based on a combination of (i) a calculated state of charge when the battery control apparatus is in the non-operational state and (ii) one of a maximum value, a minimum value, and an average value of a temperature of the battery detected when the battery control apparatus is in the non-operational state, and the second degradation information is determined based on a combination of (i) one of the calculated state of charge when the battery control apparatus is in the non-operational state, the calculated state of charge when the battery control apparatus is restarted, and an average state of charge of the calculated state of charge when the battery control apparatus is in the non-operational state and the calculated state of charge when restarted and (ii) one of the maximum value, the minimum value, and the average value of the temperature of the battery detected when the battery control apparatus is in the non-operational state.
(Concept Common to Each Embodiment)
Incidentally, the battery 101 may be configured as one cell or a battery pack in which a plurality of cells is connected in series or in parallel.
The battery control apparatus 110 controls the charge and discharge of the battery 101. The battery control apparatus 110 acquires the voltage, temperature, and current of the battery 101 through the voltage detector 111, the temperature detector 112, and the current detector 113 that measure the voltage, temperature, and current of the battery 101 respectively. That is, the voltage measuring unit 121 measures the voltage value based on a voltage detection value from the voltage detector 111, the temperature measuring unit 122 measures the temperature value based on a temperature detection value from the temperature detector 112, and the current measuring unit 123 measures the current value based on a current detection value from the current detector 113. Incidentally, the voltage detector 111, the temperature detector 112, and the current detector 113 may be mounted inside the battery control apparatus.
The SOC calculation unit 124 calculates (estimates) SOC from the acquired voltage, temperature, and current of the battery 101. For this calculation method, techniques of current integration, an estimation calculation from the voltage and the like can be applied. Incidentally, SOC means a state of charge (the charged amount, charging rate or the like).
The storage apparatus 128 holds coefficients (degradation information) to calculate (estimate) degradation of the battery 101 and the degradation calculation unit 129 calculates (estimates) degradation of the battery 101 from the coefficients, the average temperature calculated (detected) by the average temperature calculation unit 126, the average SOC calculated by the average SOC calculation unit 125, and the number of cycles calculated by the cycle number calculation unit 127. In the present embodiment, the degradation calculation of a battery corresponds to degradation estimation of a battery. The storage apparatus 128 may be a memory in a microcomputer inside the battery control apparatus 110 and if data should be held by straddling power-ON/OFF of the microcomputer, a nonvolatile memory such as EEPROM.
Coefficients to Calculate Degradation of a Battery (First Degradation Information Database)
Here, as degradation of a battery, a decrease in capacity, a rise in resistance, and an increase in thickness are taken as examples. The degradation speed of these changes depending on circumstances (the temperature and charging rate) in which the battery is placed and each is held as a coefficient. Coefficients held in the storage apparatus 122 are held by being put together in a coefficient table. From a plurality of coefficient tables, a combination of respective changes of the battery capacity/resistance/thickness per unit time when the battery 101 is in a certain SOC at a certain temperature and a combination of respective changes of the battery capacity/resistance/thickness per charge/discharge of the battery 101 can be determined.
[mAh/hour] (absolute value of the capacity decreasing per hour) is selected as the unit for changes of values in
The storage apparatus 128 also holds coefficient tables to similarly calculate changes of the resistance and thickness of the battery 101.
Calculation of Changes of Battery Characteristics
The battery capacity is taken as an example and how to calculate a decrease in capacity from the coefficient table will be described. As described above, the battery control apparatus 110 calculates the average temperature and the average SOC. When, for example, the battery control apparatus 110 calculates a decrease in capacity once per hour and the average temperature per hour is 20° C. and the average SOC is 90% at some time, the degradation calculation unit 129 can calculate that the capacity decreases by 60 mAh based on the coefficient table in
The degradation calculation unit 129 can similarly perform calculations concerning the cell thickness and resistance.
As described above, the battery control apparatus 110 has, as a prerequisite, the degradation speed in accordance with the distribution of SOC/temperature of the battery 101 as a coefficient table or a formula and a function to calculate degradation of the battery 101 in accordance with the SOC/temperature where the battery 101 is used.
Supplementary comments about SOC 100% will be provided. For example, the maximum SOC in terms of performance of the battery 101 may be defined as SOC 100% or any value lower than the maximum SOC may be defined as SOC 100%. Similarly, the minimum SOC in terms of performance of the battery 101 may be defined as SOC 0% or any value higher than the minimum SOC may be defined as SOC 0%. For example, a first voltage value (>0) to a second voltage value (>first voltage value) of the battery 101 may be defined as SOC 0% to SOC 100%.
As shown in
In the battery control system, the host system 240 measures the time and the temperature while the battery control apparatus 210 is stopped and when the battery control apparatus 210 is restarted, the host system 240 sends measurement results of the time and the temperature while the battery control apparatus 210 is stopped to the battery control apparatus 210. Accordingly, the battery control apparatus 210 can acquire measurement results of the time and the temperature while stopped and reflect the acquired measurement results in a degradation calculation.
Regarding the stop interval, for example, the time calculation unit 241 of the host system 240 records a stop time of the battery control apparatus 210 and calculates the stop interval (duration information of a non-operational state) from a difference between a restart time when the battery control apparatus 210 is restarted and the stop time. To determine whether the battery control apparatus 210 is operating, the host system 240 may monitor communication (response) from the battery control apparatus 210 or monitor the condition of power line to the battery control apparatus 210. Regarding the temperature, the host system 240 may monitor and record the battery temperature by attaching a temperature logger to the battery 201 or while the battery control apparatus 210 is stopped, that is, when not charged/discharged, the battery temperature is approximately equal to the ambient temperature and thus, the temperature of the environment in which the battery 201 is placed may be monitored and recorded. The communication interface 230 of the battery control apparatus 210 is notified of the stop interval of the battery control apparatus 210 and the temperature while stopped measured by the host system 240 via the communication interface 243. When notified, the temperature may be the average value, the maximum value, or the minimum value of measured temperatures.
When restarted after being stopped, the battery control apparatus 210 acquires the stop interval and the temperature from the host system 240 via the communication interface 230. The degradation calculation unit 229 calculates degradation of the battery 201 based on the acquired stop interval and temperature data while stopped via the communication interface 230.
If the self-discharged amount of a battery is small regarding SOC while the battery control apparatus 210 is stopped, degradation of the battery 201 is calculated as described below:
(1) Record SOC when the storage apparatus 228 of the battery control apparatus 210 is stopped and when restarted, the degradation calculation unit 229 calculates degradation of the battery 201 by using SOC when stopped as the average SOC.
(2) The communication interface 230 of battery control apparatus 210 notifies the host system 240 of the SOC when stopped, the host system 240 records the notified SOC when stopped, the battery control apparatus 210 receives the SOC when stopped recorded in the host system 240 when restarted, and the degradation calculation unit 229 calculates degradation of the battery 201 using the received SOC when stopped as the average SOC.
If the self-discharged amount of a battery is large, the degradation calculation unit 229 may calculate degradation by adopting the average value of SOC when stopped and SOC when restarted as the average SOC, calculate degradation by adopting the larger value of SOC when stopped and SOC when restarted as the average SOC, or calculate degradation by adopting the smaller value of SOC when stopped and SOC when restarted as the average SOC. For example, SOC when restarted may be calculated by the battery control apparatus 210 from the “voltage of battery when restarted” and the “relationship between the voltage held in advance and SOC” or by the battery control apparatus 210 from the “SOC when stopped” and the “relationship between the temperature acquired from above and the self-discharged amount”.
The battery control apparatus 210 may calculate the average value or the maximum value of the temperature while the battery control apparatus 210 is stopped without calculating the average value or the maximum value of the temperature while stopped by the host system 240. In this case, the host system 240 holds a plurality of pieces of temperature data (in, for example, a storage apparatus inside the host system) and sends all temperature data to the battery control apparatus 210 after the battery control apparatus 210 is restarted, the average temperature calculation unit 226 of the battery control apparatus 210 calculates the average temperature based on the plurality of pieces of temperature data received, and the degradation calculation unit 229 calculates degradation based on the average temperature. Incidentally, the battery control apparatus 210 may include a maximum temperature calculation unit or a minimum temperature calculation unit.
As shown in
In Embodiment 2, the battery control apparatus 310 alone calculates degradation of a battery 301 while the battery control apparatus 310 is stopped without relying on the host system. Thus, the battery control apparatus 310 has a timer 340 capable of measuring the time. If the timer 340 is also stopped while the battery control apparatus 310 is stopped, the time while stopped cannot be measured and thus, the timer 340 is not stopped. The timer can also operate while the battery control apparatus 310 is stopped. That is, the battery control apparatus 310 is being stopped means being in an operation in low-power mode (sleep mode) instead of the battery control apparatus 310 as a whole is stopped and during operation in low-power mode, devices of high power consumption (ex. the microcomputer) are stopped and devices of low power consumption including the timer 340 are not stopped. When the battery control apparatus transitions from the normal mode to the low-power mode, the timer 340 records the start time of the low-power mode in the storage apparatus 328. For example, the storage apparatus 328 is desirably a nonvolatile memory (ex. EEPROM) so that data is not lost during execution of the low-power mode. In response to the return to the normal mode from the low-power mode, the time calculation unit 341 acquires the return time from the timer 340 and calculates a stop interval (execution time of the low-power mode) from a difference between the start time recorded in the storage apparatus 328 and the return time. The temperature and SOC when returned from the low-power mode may be adopted as the temperature and SOC to calculate degradation or the temperature and SOC when transitioned to the low-power mode may be recorded in the storage apparatus 328 so that the average values, the maximum values, or the minimum values of the temperature and SOC when returned and the temperature and SOC when transitioned are adopted as the temperature and SOC to calculate degradation.
In Embodiment 3, the battery control apparatus calculates a stop interval without relying on the host system. For example, the stop interval is calculated by software of the battery control apparatus. Thus, the time calculation unit 341 can calculate a stop interval without a timer.
The storage apparatus 328 holds the “relationship between the voltage and SOC” and the “relationship between the temperature, SOC, and self-discharging rate” in advance acquired as characteristics of the battery 301. The battery control apparatus 310 (storage apparatus 328) records the voltage of the battery 301 when stopped and the battery control apparatus 310 (time calculation unit 341) uses when restarted the voltage of the battery and the “relationship between the voltage and SOC” and the “relationship between the temperature, SOC, and self-discharging rate” held in advance in the storage apparatus 328. For example, the time calculation unit 341 calculates a stop interval according to the procedure shown below when restarted.
(1) Calculate SOC when stopped from the voltage when stopped and the “relationship between the voltage and SOC”.
(2) Calculate SOC when restarted from the voltage when restarted and the “relationship between the voltage and SOC”.
(3) Calculate a stop interval by “SOC difference self-discharging rate” from a difference between SOC when stopped and SOC when restarted calculated in (1) and (2) and the “relationship between the temperature, SOC, and self-discharging rate”.
As shown in
For example, the storage apparatus 428 stores the degradation coefficient table (table gathering coefficients for each temperature/SOC) while the charge/discharge is stopped shown in
When the charge/discharge is stopped, the degradation calculation unit 429 calculates degradation based on the temperature/SOC distribution of an actual battery and degradation coefficients for each temperature/SOC distribution calculated in advance (
The degradation calculation while being charged/discharged will be described. The degradation calculation unit 429 selects the degradation coefficient to be used for degradation calculation in accordance with the SOC range to be charged/discharged. If determined by the charge/discharge determination unit 452 to be in the process of being charged/discharged, the maximum/minimum SOC calculation unit 451 calculates the maximum value and the minimum value of SOC calculated by the SOC calculation unit 424. For example, the following calculation is performed (SOC: SOC calculated by the SOC calculation unit 424, SOCmax: maximum value of SOC, SOCmin: minimum value of SOC):
(1) In response to the detection of the transition by the charge/discharge determination unit 452 from the charge/discharge stop to a state of being charged/discharged, the maximum/minimum SOC calculation unit 451 initializes like SOCmax=SOC and SOCmin=SOC.
(2) In response to the detection of a state of being charged/discharged by the charge/discharge determination unit 452, the maximum/minimum SOC calculation unit 451 sets SOCmax=SOC when SOCmax<SOC (SOCmin is not updated) and sets SOCmin=SOC when SOCmin>SOC (SOCmax is not updated).
(3) In response to the detection of the transition by the charge/discharge determination unit 452 from a state of being charged/discharged to the charge/discharge stop, the maximum/minimum SOC calculation unit 451 determines SOCmax and SOCmin in the charge/discharge.
The cycle number calculation unit 427 converts the charged amount or discharged amount between the time when the charge/discharge determination unit 452 detects the transition from the charge/discharge stop to a state of being charged/discharged and the time when the charge/discharge determination unit 452 detects the transition from a state of being charged/discharged to the charge/discharge stop into the number of cycles. For example, the cycle number calculation unit 427 performs the following calculation (I: current measured value, t: current measurement interval, SOCch: charged amount, SOCdh: discharged amount):
(1) In response to the detection of the transition by the charge/discharge determination unit 452 from the charge/discharge stop to a state of being charged/discharged, the cycle number calculation unit 427 initializes like SOCch=0 and SOCdh=0.
(2) In response to the detection of a state of being charged by the charge/discharge determination unit 452, the cycle number calculation unit 427 calculates SOCch=SOCch (last value)+I×t÷coefficient. In response to the detection of a state of being discharged by the charge/discharge determination unit 452, the cycle number calculation unit 427 calculates SOCdh=SOCdh(last value)+I×t÷coefficient. Here, the coefficient depends on the current measurement interval t and if the unit of the charged/discharged amount is [Ah] and the unit of t is [s], the coefficient is 3600.
(3) In response to the detection of the transition by the charge/discharge determination unit 452 from a state of being charged/discharged to the charge/discharge stop, the cycle number calculation unit 427 determines SOCch and SOCdh in the charge/discharge.
(4) The cycle number calculation unit 427 calculates the number of cycles by dividing SOCch or SOCdh by a difference between SOCmax and SOCmin, which is viewed as a charged/discharged amount of one cycle.
The storage apparatus 428 stores the degradation coefficient table (table gathering coefficients for each temperature/SOC) while the charge/discharge is stopped shown in
For example, as shown in
The degradation calculation unit 429 selects the degradation coefficient table corresponding to the maximum SOC and the minimum SOC calculated by the maximum/minimum SOC calculation unit 451 and selects the degradation coefficient from the average temperature while being charged/discharged calculated by the average temperature calculation unit 426 to calculate a degradation rate (%) by multiplying by the number of cycles calculated by the cycle number calculation unit 427. Instead of the average temperature, the maximum temperature or the minimum temperature may also be adopted.
The cycle number calculation unit 427 calculates the number of cycles and [%/cycle] is adopted as the unit of the degradation coefficient stored in the storage apparatus 428, but instead of the number of cycles, a charge/discharge time may also be adopted. The battery control apparatus 410 includes a timer and the timer detects a charge/discharge time. Also, the unit of the degradation coefficient becomes a unit representing a degradation rate over time such as [%/day] and [%/hour].
As shown in
The battery control apparatus 510 includes a function to make a notification of warning when degradation of a battery reaches the threshold. The warning notification function described here can be combined with any of the embodiments described above.
The life determination unit 561 receives a calculation result of the degradation calculation unit 529 and if the calculation result reaches a preset threshold (life), determines that the end of life is reached and the communication interface 562 notifies the outside (such as the host system) that the end of life is reached. This is an example of a life end notification function and instead of the communication interface 562, a “patrol lamp”, a “buzzer” or the like may be included to make a notification of the end of life by turning on the lamp or sounding the buzzer.
As shown in
The battery control apparatus 610 includes, in addition to the calculation of the present degradation of a battery, a life prediction function to calculate the life prediction of the battery in accordance with continued use of the battery. The life prediction function described here can be combined with any of the embodiments described above.
For example, the battery control apparatus 610 predicts future degradation and the life based on the degradation trend from the start of using a battery to the present. For example, the life is predicted as described below:
(1) The storage apparatus 628 stores a calculation result by the degradation calculation unit 629 together with the calculation time. That is, the storage apparatus 628 stores a plurality of calculation results as a combination of <calculation time, calculation result>. The time counted by the timer IC 663 is adopted as a calculation time.
(2) The life prediction unit 660 reads one combination from the storage apparatus 628 when the predicted timing comes to conduct regression analysis of the relationship between the calculation time and calculation result thereof (to determine an approximation representing the relationship).
(3) Further, the life prediction unit 660 calculates degradation after a prediction period passes from the present from the preset prediction period (ex. after one year) and a regression analysis result determined in (2).
(4) The life determination unit 661 compares the prediction result calculated by the life prediction unit. 660 and the preset threshold and determines that the end of life is near if the threshold is reached and the communication interface 662 notifies the outside that the end of life is near.
The predicted timing of the life prediction unit 660 may be every month based on input from the timer IC 663 or an instruction of predicted timing may be received from the host system via the communication interface 662. Further, the prediction period and the threshold used to determine as an end of life may be received from the host system via the communication interface.
The battery control apparatus 610 predicts future degradation from use conditions (the temperature and a charge and discharge pattern) of a battery to determine the life thereof. Embodiment 6-2 is different from Embodiment 6-1 in processing of the life prediction unit 660 and data recorded in the storage apparatus 628 attached thereto. Hereinafter, the difference will be described (processing of predicted timing and processing of determination or notification of a life prediction result are the same as in Embodiment 6-1).
When, as shown in
(1) As the unit time, one hour, one day, one month and the like can be cited.
(2) The residence ratio of the SOC and temperature is classified like, for example, “SOC: in increments of 10%” and “temperature: in increments of 10 degrees”.
When the use condition map shown in
(1) Portions of 0 hour in the use condition map are excluded from the calculation of change.
(2) The total of changes of portions that are not 0 hour in the use condition map becomes a decrease in battery capacity per day.
For example, when there is 3 hours at the temperature: 11 to 20° C. and the SOC: 51 to 60%, a decrease in battery capacity is calculated as described below from the coefficient table shown in
(1) The temperature and SOC are assumed to be 15° C. and 55%, which are center values in respective ranges.
(2) Calculate the coefficient of 15° C., 55% by a linear approximation of values of 10, 20° C. and 50, 75% of the coefficient table in
(3) The unit of values of the coefficient table in
(4) If any number other than 0 is in other areas of the use condition map, a similar calculation is performed for such a number and the total of calculation results is set as a change (decrease) in battery capacity per day
The degradation calculation unit 629 calculates degradation based on, as described above, the use condition map. Similar calculations are also performed concerning the cell thickness and resistance.
The life prediction unit 660 repeatedly calculates how degradation proceeds (ex. how the capacity decreases) when the use method defined in the use condition map is repeated. Further, in cooperation with the life determination unit 661, the life prediction unit 660 calculates a period when the preset threshold is reached and the communication interface 662 notifies the host system of the life prediction.
If, for example, the degradation calculation unit 629 calculates that the battery capacity decreases by 48 mAh per day, the life prediction unit 660 calculates that the battery capacity decreases by 48×2=96 mAh in two days and by 48×3=144 mAh in three days. The life determination unit 661 receives the calculation result each time and, if the preset threshold is “when the capacity decreases by 10,000 mAh”, the capacity decrease exceeds 10,000 mAh after 209 days and thus, determines that the battery can be used for 208 days (determines that the end of life is reached after 209 days) and the communication interface 662 notifies the host system that the battery can be used for 208 days (the end of life is reached after 209 days).
In Embodiment 6-2-2, a case when use conditions are the ambient temperature and a charge and discharge pattern will be described. Embodiment 6-2-2 is the same as Embodiment 6-2-1 in the calculation by the degradation calculation unit 729 and thereafter (the life prediction unit 760 and the life determination unit 761) and thus, the description thereof is omitted here. In other words, how to create a use condition map as shown in Embodiment 6-2-1 from the ambient temperature and the charge and discharge pattern will be described here.
As a charge and discharge pattern, for example, “charge/discharge SOC range”, “charge/discharge time”, and “quiescent time” are combined. As shown in
For example, the use condition creation unit 764 clears a use condition map (ST1), sets the temperature number to the initial value “1” (ST2), and if the ambient temperature is within the range of the use condition map (ST3, YES), adds only a charge/discharge time from the charge/discharge start SOC to the charge/discharge end SOC on average (ST4), and adds a charge/discharge quiescent time to the charge/discharge end SOC of the use method map (ST5). If there is any subsequent charge and discharge pattern (ST6, YES), the use condition creation unit 764 repeats ST4 and ST5 and if there is no subsequent charge and discharge pattern (ST6, NO), the use condition creation unit 764 increments the temperature number (+1) (ST7), repeats ST3 to ST7 until the temperature number reaches a temperature level number, and when the temperature number reaches the temperature level number (ST8, NO), finishes the creation of a use condition map.
If, for example, use conditions shown in
Because there are pauses of 11 hours in SOC: 100% and 50%, the use condition creation unit 764 records 11 hours also in the use condition map shown in
When a charge/discharge current changes, the change can be reflected in the charge/discharge time. This can be implemented by, for example, allocating one hour for 50%→75% and 0.5 hours for 75%→100%.
A case when the use condition creation unit 764 refers to a use condition map stored in the storage apparatus 728 is described, but the use condition creation unit 764 may also refer to a use condition map provided from outside via the communication interface 762. In this case, when use conditions change, how the life changes can also be estimated.
When a used city name is given as a use condition, a battery control apparatus 710 can create a use condition map based on the used city name. In this case, a storage apparatus 728 holds temperature data for each used city and a use condition creation unit 764 searches for temperature data based on the used city name. Accordingly, the used city name (use area) can be converted into an ambient use temperature.
For example, the storage apparatus 728 holds temperature data (from http://weather.time-j.net/Climate/Chart/tokyo) as shown in
For example, the use condition creation unit 764 creates a use condition map shown in
Here, another example of the use condition map that can be used in Embodiment 6-2-1, Embodiment 6-2-2, and Embodiment 6-2-2-1 will be described with reference to
In the use condition map described above, the distribution of the temperature and SOC is set at regular intervals (temperature: 10° C., SOC: 10%), but depending on performance of a battery or the like, the distribution of the temperature and SOC in the use condition table may be defined so as not to be at regular intervals. For example, if the degradation speed is small at low temperature or in low SOC and the absolute value thereof hardly changes, areas of low temperature or low SOC may be merged. Also, if the trend of degradation changes finely at high temperature or in high SOC, such an area may be divided.
For example,
The battery control apparatus 710 predicts the life of a battery by taking degradation (resistance increase) caused by the use of a battery into account. The storage apparatus 728 holds an internal resistance map. The battery control apparatus 710 includes a temperature rise calculation unit that calculates a temperature rise from internal resistance and the temperature rise calculation unit updates the internal resistance map for each degradation calculation and calculates a temperature rise from an internal resistance increase (due to advancing degradation in the future) when the life is predicted.
The internal resistance map is an initial internal resistance map (evaluation data) when the battery is shipped and the storage apparatus 728 holds the internal resistance map. For example, the internal resistance map is prepared for each combination of the SOC and temperature.
When the temperature rise width is calculated from internal resistance, the temperature rise coefficient recorded in the storage apparatus 728 and a current value (calculated from the charge/discharge SOC range and the charge/discharge time) that can be calculated from a charge and discharge pattern are used. This is because the temperature rise due to charging/discharging of a battery obeys the Joule's law (proportional to the product of the square of the current value and the internal resistance value).
As an example of the temperature rise coefficient, a table determined by the current value and the temperature can be considered.
For example, when charged/discharged at 20 A in SOC 30% in the environment of 25° C., the temperature rise calculation unit calculates the current×current×internal resistance×coefficient (20×20×12×4=19200→rises by 1.92° C.). This is an example of the calculation method of temperature rise and other methods may also be adopted.
When internal resistance rises after a degradation calculation, the battery control apparatus 710 updates the internal resistance map. Accordingly, the temperature rise width also increases and the internal resistance rise due to degradation→temperature rise→acceleration of degradation can be estimated so that the precision of life prediction is improved.
Incidentally, Embodiment 6-2-2-1 and Embodiment 6-2-2-2 may be combined so that an internal resistance map is used after a used city is accepted as input.
In the internal resistance map shown in
In the table shown above, for example, the value of internal resistance is the same for SOC: 0, 10, 20% and thus, SOC: 10% can be omitted (because an approximate calculation can be performed from values of SOC: 0, 20%). In this manner, the size of the internal resistance map, that is, the memory size of the battery control apparatus to store the internal resistance map can be reduced and thus, the cost of the battery control apparatus can be lowered.
On the other hand, in consideration of the possibility that changes due to degradation of internal resistance are not uniform, allowing the distribution of the temperature and SOC of the internal resistance map to be at regular intervals from the beginning can be considered. In this case, lower costs cannot be achieved, but degradation estimation precision can be maintained even if the internal resistance changes.
In the foregoing, a case when the battery control apparatus 710 predicts the life is described, but the host system may also predict the life. In this case, the host system includes a life prediction unit, a life determination unit, a use condition creation unit, and a storage apparatus and each unit of the host system cooperate to predict the life.
Processing such as the degradation calculation and life estimation may be performed inside the battery control apparatus or the processing may be converted into a program so that the program is installed on a computer (such as an external PC) and executed thereon.
As shown in
The storage apparatus 1502 also stores information (a coefficient table and a use condition map) needed for the degradation calculation and life estimation. Alternatively, the computer includes a communication apparatus and the communication apparatus transmits and receives information needed for the degradation calculation and life estimation via a network.
According to the computer, the degradation calculation and life estimation can be implemented relatively easily and if the used city or used charge and discharge pattern of the computer is known, the life of a battery can be estimated and so can be used to review (examine) the charge and discharge pattern to prolong the life.
According to at least one embodiment described above, the following operations/effects can be obtained:
(1) A calculation can be performed by considering up to a time when an apparatus monitoring a battery is stopped.
When the apparatus monitoring the battery is stopped→restarted, the battery control apparatus calculates degradation when restarted based on the stop interval recorded by one of methods of (1-1) to (1-3) and the temperature and SOC of the battery while stopped.
(1-1) The time and temperature while the battery control apparatus is stopped is monitored from the host system side. The SOC while stopped is SOC when the apparatus is stopped or restarted.
(1-2) The stop of the battery control apparatus is replaced with the low-power mode and the time measured by a timer separately provided in the apparatus or the like is set as a stop interval. The battery temperature and SOC while stopped are those when stopped or restarted.
(1-3) The time while the battery control apparatus is stopped is calculated by a monitoring apparatus from a voltage difference of the battery when stopped and when restarted and a self-discharged amount rate map. The temperature while stopped is the temperature when the apparatus is stopped or restarted.
(2) A calculation can be performed in consideration of differences of the degradation speed due to different charge/discharge SOC ranges.
The battery control apparatus measures the current in advance and determines whether charged/discharged or the charge/discharge is stopped in accordance with the magnitude of the current. Further, while charged/discharged, the number of cycles or charge/discharge time is calculated from the charged/discharged amount and also the maximum, minimum, and average SOC are the like while charged/discharged are recorded. By changing the table for degradation calculation in accordance with the SOC range while charged/discharged, a case when the charge/discharge range is different is dealt with.
(3) By estimating degradation also in consideration of the acceleration of degradation with an increasing temperature rise width accompanying a resistance increase, the precision of degradation estimation is improved.
How the degradation of a secondary battery that changes depending on the ambient use temperature of the battery, the charge/discharge range, and the number of times of charge/discharge proceeds can be calculated so that the influence of battery degradation on the operation of a system using the battery can be reduced.
Incidentally, processing of each unit of the battery control apparatuses 110, 210, 310, 410, 510, 610, 710 and the host system 240 may be performed by a processor.
While certain embodiments have been described, these embodiments have been presented by way of example only, and are not intended to limit the scope of the inventions. Indeed, the novel embodiments described herein may be embodied in a variety of other forms; furthermore, various omissions, substitutions and changes in the form of the embodiments described herein may be made without departing from the spirit of the inventions. The accompanying claims and their equivalents are intended to cover such forms or modifications as would fall within the scope and spirit of the inventions.
| Number | Date | Country | Kind |
|---|---|---|---|
| 2014-055630 | Mar 2014 | JP | national |
This application is Continuation application of PCT Application No. PCT/JP2015/056708, filed Mar. 6, 2015 and based upon and claiming the benefit of priority from the Japanese Patent Application No. 2014-055630, filed Mar. 18, 2014, the entire contents of all of which are incorporated herein by reference.
| Number | Date | Country | |
|---|---|---|---|
| Parent | PCT/JP2015/056708 | Mar 2015 | US |
| Child | 15261555 | US |
