Sudden battery drain - how to tell what caused it?

My Zenwatch usually consumes <50% of its battery during a typical day. Today however it was completely dead by 7pm, even though there was nothing unusual about the day - it was worn at the same location all day, and was in close proximity to my phone all day.

Is there any way of tracing what causes this sort of sudden battery drain?