The Amtrak train that derailed in Washington state Monday was traveling at 80 miles an hour in a zone with a posted speed limit of 30 mph, a member of the National Transportation Safety Board said.

Officials have launched an investigation into what caused the train to derail on its inaugural run on a new route, leaving three people dead. More than 70 people were sent to hospitals, some with critical injuries.

“It’s...