Method and apparatus for predicting battery reserve time to a specified end-voltage

• US 5,371,682 A
• Filed: 02/04/1993
• Issued: 12/06/1994
• Est. Priority Date: 02/04/1993
• Status: Expired due to Term

• Current Assignee: American Telephone & Telegraph Company (AT&T, Inc.)
• Original Assignee: AT&T Corporation (AT&T, Inc.)
• Inventors: Levine, David E., Pasrija, Arun K.
• Primary Examiner(s): Black, Thomas G.
• Assistant Examiner(s): Walker, Tyrone V.
• Application Number:
  US08/013,272
• Time in Patent Office: 670 Days
• Field of Search: 364/483, 364/481, 364/550, 324/426, 324/427, 324/428, 324/430, 324/431, 324/433, 324/434, 320/48, 340/636
• US Class Current: 702/63
• CPC Class Codes: G01R 31/3648 comprising digital calculation means, e.g. for performing an algorithm
• CPC Class Codes: G01R 31/371 with remote indication, e.g. on external chargers
• CPC Class Codes: G01R 31/3842 combining voltage and current measurements
• CPC Class Codes: G01R 31/396 Acquisition or processing of data for testing or for monitoring individual cells or groups of cells within a battery
• CPC Class Codes: Y10S 320/21 State of charge of battery

Abstract

A reserve time predictive system for predicting the capacity of a discharging battery monitors the instant voltage of a battery, its discharge rate and a slope of the voltage vs ampere-hours removed from the battery. The discharge profile of battery voltage vs ampere-hours removed, and the difference between the present and end voltage and the slope of voltage vs ampere-hours remaining is utilized to determine a prediction of reserve time remaining until the battery discharges to the specified end voltage. A combination of remaining reserve time and the measurement of capacity removed also determines the available capacity of the battery from a fully charged state. This information is used as historical data for use in subsequent predictions of battery capacity.

Claims

1. A method for predicting a battery reserve time to a specified end voltage embedded in a battery monitoring system including a microprocessor and control circuit, interface circuitry interconnecting the microprocessor and control circuit to the batteries being monitored and including means for sensing battery currents and voltages;

and the batteries being monitored having a discharge curve with a top down convexity;

the method including the steps of;

periodically measuring a voltage, current of a battery at sequential time intervals;

identifying from the plurality of voltage and current measurements if the battery is discharging;

calculating a slope of the battery discharge characteristic, by determining the slope of the curve represented the plurality of voltage and current measurements and time defining a voltage versus ampere-hours removed;

preparing a matrix of correction factors α

based on discharge performance of the battery relating for various combinations of voltage level and discharge current of the battery;

calculating a first remaining reserve time/capacity using the slope, the correction factor for existing voltage and discharge level and a voltage value δ

V representing a difference between present battery voltage and a specified end voltage according to the relation

space="preserve" listing-type="equation">ah=(δ

V/slope)*α

determining if the battery was fully charged at the start of discharge; and

using the first remaining reserve time/capacity as the suitable value of reserve time/capacity if the battery was fully charged at the start of discharge.

2. A method for predicting a battery reserve time to a specified end voltage as claimed in claim 1;

further including the step of;

calculating the first remaining reserve time/capacity including determining if the battery discharge is in an early stage of discharge, and

if the battery was not fully charged at the start of discharge; and

if discharge is at an early stage and if the discharge curve slope is unsteep/shallow determining a second value of reserve time/capacity based on stored historical data and selecting a minimum value from the value of reserve time/capacity based on stored historical data and ampere hours removed from the battery.

3. A method for predicting a battery reserve time to a specified end voltage as claimed in claim 2;

further including the step of;

determining if the battery discharge is beyond an early stage of discharge, and

if the battery discharge is beyond an early stage of discharge further determining if the discharge is less than a drop of 30% of the capacity removed from the battery and deriving a third reserve time/capacity as a a blend of values of the first and second values of reserve time/capacity as the selected reserve time/capacity.

4. A method for predicting a battery reserve time to a specified end voltage as claimed in claim 3;

further including the step of;

in accord with the step of determining if the battery discharge is beyond an early stage of discharge and exceeding a threshold value, and using the slope of the curve for determining the reserve time/capacity.

5. A method for predicting a battery reserve time to a specified end voltage as claimed in claim 3;

further including the step of;

comparing the voltage of the battery when discharging with a threshold and using the first remaining reserve time/capacity as the selected reserve time/capacity.

6. A method for predicting a battery reserve time to a specified end voltage embedded in a battery monitoring system including a microprocessor and control circuit, interface circuitry interconnecting the microprocessor and control circuit to the batteries being monitored and including means for sensing battery currents and voltages;

and the batteries being monitored having a discharge curve with a top down convexity;

the method including the steps of;

periodically measuring a voltage, current of a battery at sequential time intervals;

identifying from the plurality of voltage and current measurements if the battery is discharging;

calculating a slope of the battery discharge characteristic, by determining the slope of the curve representing the plurality of voltage and current measurements and time defining a voltage versus ampere-hours removed;

preparing a matrix of correction factors α

based on discharge performance of the battery relating for various combinations of voltage level and discharge current of the battery;

calculating a first remaining reserve time/capacity using the slope, the correction factor for existing voltage and discharge level and a voltage value δ

V representing a difference between present battery voltage and a specified end voltage according to the relation

space="preserve" listing-type="equation">ah=(δ

V/slope)*α

determining a time stage early/beyond early at which the battery is discharging;

determining if the battery was fully charged at the start of the discharge; and

if discharge is at an early stage and if the discharge curve slope is not too steep predicting reserve time remaining by calculating a first value of remaining time based on existing ah data;

if discharge is at an early stage and if the discharge curve slope is too steep determining a second value of remaining reserve time/capacity based on a minimum value of the ah slope;

if the battery discharge is beyond an early stage of discharge further determining if the discharge is less than a drop of 30% of the capacity removed from the battery and calculating a third remaining reserve time/capacity as a blend of values of the first and second values of reserve time/capacity as the selected reserve time/capacity.