Hello,
yes, it is possible.
You can set seasonal prices in the same way how you set price conditions and the period when the price is valid.
The time format is possible to change in Configuration / Formatting. There is possible to use a predefined format or custom format. Here is also possible to show "Time Format" which is used for displaying time, for example in daily or weekly calendar.