Harry Potter is riding his magic broomstick to Southern California.

NBCUniversal is planning to expand its Los Angeles theme park with a section devoted to the "Harry Potter" franchise, according to people familiar with the matter, hoping to repeat the success of a similar attraction at NBCU's Orlando, Fla., resort.

The new "Harry Potter"...