Not necessarily (answering as an Electrical Engineer with zero submarine knowledge), batteries in series give more voltage while batteries in parallel allow mor

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.