A machine at a metalworking factory exploded in Beit Shemesh's Har Tov industrial zone, sparking a fire, Hebrew media reported.
Police have begun evacuating people in the area and providing assistance for emergency first responders.
A number of people have been injured, three of whom are in serious condition. No deaths have been reported.
This is a developing story.