“To the general public in America, the lifespan of Deep Purple probably finished with our 1984 album, Perfect Strangers,” frontman Ian Gillan says. “America’s been a world of its own since the beginning. I think people have gotten locked in the past.”

Although the hard rockers have put out eight LPs…