The wind farm will consist of 22 wind turbines, each with a capacity of 5 MW, the ministry said in a notice on Friday.
The public can examine the request and submit an opinion within 30 days from their announcement.
RWP Vitorog was established by Zoran Bibic and Ranko Radoja, according to data on the country's registry of business entities.
The Federation is one of two autonomous entities that form Bosnia and Herzegovina. The other entity is the Serb Republic.