Re: Cycle Life Modeling of Lithium-Ion Batteries

This is a response on the paper referenced below:

Ning, G., & Popov, B. N. (2004). Cycle Life Modeling of Lithium-Ion Batteries. Journal of The Electrochemical Society,151(10). doi:10.1149/1.1787631


Is depth of discharge linked to battery wear?

Yes it is. This is shown concisely in figure 15:

The more you use a battery, the more it is damaged. But this graph is misleading due to the fact that 100 cycles of 0.6 DOD does the same work as 150 cycles of 0.4 DOD. If you correct for this fact, the figure turns upside down.

DOD Cycles Capacity loss Full cycle equivalent Loss in % per 100 full cycles
0.4 200 0.048 80 2.74%
0.4 400 0.229 160 6.54%
0.4 600 0.41 240 7.81%
0.4 800 0.571 320 8.16%
0.6 200 0.092 120 3.51%
0.6 400 0.322 240 6.13%
0.6 600 0.532 360 6.76%
0.6 800 0.717 480 6.83%

We define a full cycle as cycle # times depth of discharge. And to make it the output more readable, the loss in ampere-hours is converted to a percent using the 2.187 Ah capacity of the test battery.

After the correction, you'll see that at 800 cycles, or 320/480 full cycle equivalents, the damage per 100 full cycle is lower for 0.6 DOD than 0.4 DOD.


Issue with the definition of DOD in the paper

"After 800 cycles, when the battery is cycled to DOD of 0.6, almost all active lithium depletes from the negative electrode, causing the state of charge (SOC) at the end of discharge to be close to 0%"

This quote makes me think that they didn't actually discharge the batteries to 40% state of charge for 0.6 DOD, but discharge it for a fixed 0.6 x 2.187 Ah, which is absolutely wrong.

Smartphones calibrate / estimate their SoC using the voltage, this issue will never happen with a commercial battery controller - discharging your phone to 40% won't fully empty a cell.


Issue with EOVC vs discharge capacity

This paper shows far higher than usual capacity loss at 4.0V than other papers would suggest, like on Choi 2002. This might be caused by the wonky definition of DOD instead of using a discharge cutoff voltage at a fixed level like 3.2V.

The usual loss per 400 full cycles is around 12% in other papers. In this paper, using data from figure 15, it would be around 24% for the 0.6 DOD dataset, which is 200% of the normal value.



I wouldn't read too much into this paper due to the issues found, but even if you take the measurements at face value, the corrected version of figure 15 / the DOD table shows that even within these experiments, 0.6 DOD is better than 0.4 DOD on capacity loss per full cycle.

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