公开(公告)号：US20190354073A1

公开(公告)日：2019-11-21

申请号：US16415861

申请日：2019-05-17

Applicant: Johnson Controls Technology Company

Inventor： Donagh S. Horgan ,  Michael T. Matthews ,  Eamonn O'Toole

IPC: G05B13/04 ,  G07C9/00 ,  G08B21/18

Abstract: A method for predicting a path of a specific occupant of a number of occupants including receiving user access data, the user access data including a user identifier, an access time, and an access location, generating, a first model describing general sequences of access events associated with the number of occupants and a frequency of each of the general sequences, generating a second model describing specific sequences of access events associated with the specific occupant and a frequency of each of the specific sequences, and generating a path prediction model based on the first and second models, the path prediction model including a weighted score for each of the number of access control points, the weighted score associated with a probability the specific occupant accesses the access control point based on a last accessed access control point.