The city has been identified as the preferred location for the facility, subject to final agreements on financing.
The company is also developing a memorandum of understanding with Scottish Enterprise, Dundee City Council and Forth Ports on a potential manufacturing, logistics and operations and maintenance base in Dundee.
Gamesa plans to invest over €50 million in the UK by 2014. It is planning to build a blade production plant and engage in offshore logistics from a number of UK ports.
Its offshore wind business headquarters will be in London.
Gamesa began talks with the Scottish government about sites for a manufacturing plant in September.