Nonintrusive load monitoring (NILM) is a widely accepted technology to conduct monitoring. Many effective methods have been established make NILM more practical. However, the focus of current mainly on identification accuracy and efficiency single under individual appliance operated independently, which limited support for problem multiple appliances simultaneously. Therefore, simultaneous meth...