Turning off cellular and the HRM should have a notable impact.
Never tried it though since I actually *want* both of those to be turned on when I'm out for a run.
Give it a try and see how much impact it makes for your environment. (Since power usage by the cellular system depends on how strong the cell signal is, individual results will vary)