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I think we can take this as an explanation for generalists, rather than a problem set from basic EE.

Not necessarily (answering as an Electrical Engineer with zero submarine knowledge), batteries in series give more voltage while batteries in parallel allow more current drawn. Now it depends on what and how your propulsion is.

I would assume that we're talking about the physical location being sequential, like stages on a rocket.