Expected to open next year, the facility will be the first of its kind in the UK.
"The project is a huge engineering achievement and will be an impressive sight to behold when completed," said Simon Christian, project director at ScottishPower Renewables.
"We hope that the centre will be a popular attraction for both tourists and people from the surrounding areas who want to learn more about the way that windfarms operate."
ScottishPower's announcement about the new centre has come after rival electricity supplier submitted plans to build a major new windfarm off the coast of East Yorkshire.
The new project is expected to provide energy for around 20,000 homes across Britain.
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