Delco Remy International is to acquire the North American remanufacturing business of Mazda North American Operations (MNAO). The business, located in Jacksonville, Florida, is responsible for the remanufacturing of automatic transmissions, transaxles and rotary engines, for Mazda's service requirements in North America.