Will 16GB of RAM noticeably drain my laptop's battery?

No, the difference in power draw between an 8GB and a 16GB DDR4 stick is tiny — a few hundred milliwatts at most. Your screen, CPU, and Wi-Fi are the real battery hogs. Having more RAM actually saves power by reducing swaps to the SSD.