A Bain Capital-led consortium will take private Japan's Hitachi Metals in a deal worth 816.6 billion yen ($7.51 billion), the companies said Wednesday, in a move that marks the end of Hitachi Ltd.'s roughly year-and-a-half attempt to find a suitable buyer.