In Power Query just extract the time in Transform tab. Duration is the difference between two datetime:s.
In general internally date is integer part of the number and time is decimal part. The difference could be only in offset, e.g. in Excel 1 is equivalent of 01 Jan 1900. If you enter time only internally is is assumed that very first date. Loading to Power Query such date is shown explicitly.