Andrews, who took over as head coach in June following Thomas Frank's departure, has impressed with wins over Manchester United and Liverpool this season. The 45-year-old was previously the club's set-piece coach.
"I really understood [fans' concerns] about following Thomas Frank," Andrews said. Brentford director Phil Giles praised him as a "really good fit" after an "outstanding" first season.