Founded in 1897, it was the largest Nottingham Lace factory in the world. It shut down in 2002. It looks like they just shut down the equipment and walked away. Here's one image and a link to many more along with the photographer's comments.
It is a piece of old America, a self contained factory with employee recreation rooms, a bowling alley, infirmary, and kitchen.