US zinc-based battery maker Eos Energy Enterprises Inc (NASDAQ:EOSE) said on Thursday it would relocate all of its core battery manufacturing operations to the larger Thorn Hill factory in Warrendale, Pennsylvania, in a move expected to reduce conversion costs by 10% to 15%.