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Partial state of charge (PSoC) refers to the state of a lead-chemistry battery when it is left below 100% State of Charge (partially discharged). Both long periods of PSoC and lower voltage are damaging to lead acid batteries (ie, battery murder), usually due to “hard sulfation” (see below).
In a perfect world, lead-acid batteries (both flooded and AGM) would be discharged no further than 50% then fully charged again each day.
Some premium AGM like Lifeline, Northstar and Odyssey may be able to tolerate longer stretches of PSoC although capacity will be reduced up to 30% during those periods.1)2) The only lead-acid battery proven to handle PSoC with minimal harm is the carbon-foam Oasis Firefly AGM.3)
The mechanism for PSoC-driven battery damage is Sulfation. This is the depositing of lead sulfate on a battery's lead plates during discharge. When charged appropriately, this “soft” sulfate dissolves back into the electrolyte to begin another cycle. If the sulfation is allowed to stay on the plates too long (or at too low a voltage) it can become “hard” sulfation which permanently4) damages battery capacity.
Rolls Battery explains the normal process of soft sulfation like this:
In normal use, battery plates are getting sulfated all the time. When a battery is being discharged the lead active material on the plates will react with the sulfate from the electrolyte forming a lead sulfate on the plates. When there is no lead active material and or sulfate from the electrolyte remaining the battery then is completely discharged. After a battery reaches this state, it must be recharged. During recharge, the lead sulfate is reconverted into lead active material and the sulfate returned to the electrolyte.5)
A comparison might be made with a pot that was used to cook oatmeal; if rinsed soon after cooking it is easy to clean off. If the oatmeal is allowed to dry onto the pot overnight it can turn into a concrete-like coating.
To avoid hard sulfation and dramatic damage to battery capacity, fully charge the battery to 100% SoC as often as possible. Daily is optimal.