Intelligent battery charging system
An invention is provided for detecting polarization in a battery during battery charging. The invention includes applying a waveform to a battery, and obtaining a plurality of battery response voltage readings corresponding to points along the applied waveform. A battery response voltage curve is calculated based on the voltage differences between the plurality of battery response voltage readings. A battery polarization point is then identified when the slope of the battery response voltage curve stops increasing at an increasing rate. To enhance accuracy, a plurality of battery response voltage curves can be calculated, each based on voltage differences between battery response voltage readings taken along the waveform. The battery polarization point can then be identified when the slopes of all the battery response voltage curves stop increasing at an increasing rate.
1. A method for detecting polarization in a battery, comprising:
applying a waveform to a battery;
calculating a battery response voltage curve based on voltage differences between battery response voltage readings corresponding to points along the waveform;
applying a first Gaussian filter and a second Gaussian filter to data of the battery response voltage curve, wherein the second Gaussian filter averages a greater number of data points than the first Gaussian filter;
calculating a trigger peak curve based on subtracting results of a first Gaussian filter from results of a second Gaussian filter; and
identifying a battery polarization point when a maximum peak occurs in the trigger peak curve.
2. A method as recited in claim 1 , further comprising the operations of
calculating a plurality of battery response voltage curves based on voltage differences between battery response voltage readings taken along the waveform; and
applying the first Gaussian filter and the second Gaussian filter to each battery response voltage curve.
3. A method as recited in claim 2 , further comprising the operations of:
calculating a plurality of trigger peak curves each based on subtracting results of the first Gaussian filter from results of the second Gaussian filter applied to corresponding battery response voltage curves; and
identifying the battery polarization point when a maximum peak occurs in each trigger peak curve of the plurality of trigger peak curves.
4. A method as recited in claim 1 , wherein the waveform comprises an initial rest period, followed by a first charging pulse, followed by a first rest period, followed by a first depolarization pulse, followed by a second rest period, followed by a second charging pulse, followed by a third rest period, followed by a second depolarization pulse.
5. A method as recited in claim 1 , wherein the operations of claim 1 occur during a fast charge operation.
6. A method as recited in claim 5 , wherein the fast charge operation is followed by a normal charge operation.
7. A method as recited in claim 6 , wherein the normal charge operation is followed by a pre end-of-charge operation.