A high furnace is one that's particularly hot and blasty. This is a blast furnace.
This is a jukugo word that uses the on'yomi readings of the kanji. You should be able to read this on your own.
I read in the newspaper this morning that the steel company is planning to build the world’s largest blast furnace.