I believe my error comes from interpreting an increase in current (D vs AA battery) from P=IV. With the increase in power from the D battery, and V being a constant, I see an increase in I. And with V=IR, once again V is constant, and I increases, therefore R must vary (it must decrease). But I did not look at the resistance of the entire circuit (the internal resistance to be more specific). The internal resistance of the larger battery does go down, allowing more current to flow.
If the internal resistance of the larger battery is smaller, fine; That would be my guess, but I don't know for sure. Just be sure you are comparing batteries of the same materials.
I think that partially solves my mystery, but there is more to this puzzle which involves the relative power dissipation in the battery versus in the load.
I'm not sure what you mean by 'more to this puzzle'...I'd say if you know the resistances [internal battery and load] and you know the current flow, you know everything...you can calculate the power dissipation of each resistance from P = i
2R.
But the power transfer theorem suggests that depending on your load size, there could be some limits to the delivered power...I've never studied such details or if I did I have forgotten.
... I am still trying to wrap my head around power dissipation. Is my summary somewhat accurate? I'm hoping I am not missing anything major.
You seem to be on the right track.
If you want to refine your practical knowledge, check this out:
The internal resistance of a battery can be calculated from its open circuit voltage, voltage on-load, and the load current.
at
http://en.wikipedia.org/wiki/Internal_resistance
Here is how I would try that:
What this is talking about is that when you read open circuit battery terminal voltage, nothing connected except your voltmeter, you might get 1.53 volts as an example. (I usually find new batteries are a bit above 1.500 volts.] But when that battery is connected to a load and delivers current via a circuit maybe you now read...1.48 volts...That lower figure reflects the voltage loss due to the internal resistance inside the battery. Assume you measure the current fed to a load is, say, 100 ma...that is, 0.1 amp. Then the internal resistance of the battery is V/I = [1.53-1.48]/100 ma... = 0.5 ohms.
I just made up those numbers, but Wiki in the above article says [for an AA battery] :
Internal resistance depends upon temperature; for example, a fresh Energizer E91 AA alkaline primary battery drops from about 0.9 ohms at -40 °C to about 0.1 ohms at 40 °C.[1]
so 0.5 ohms I produced above doesn't seem a crazy out of bounds figure...