The noise is probably coil whine. Switching to a lower performance level could reduce the current drawn and help with the noise.
My Dell Latitude 7280 was also making a hell of a noise, even in powersave mode. Following the superglue method suggested
here, I managed to reduce it to almost none (but you should try it at your own risk, of course!).