HOME AUTOMATION SYSTEM FOR PREDICTING A HEALTH CHANGE BASED UPON A DATA TREND AND DIET DATA AND RELATED METHODS

摘要

A home automation (HA) system may include at least one HA operation device, an HA hub device to provide communications for the at least one HA operation device, and at least one controller. The at least one controller may be configured to monitor diet data associated with a user, store historical operational data for the at least one HA operation device based upon the user, and determine a data trend of the at least one HA operation device based upon the stored historical operational data. The at least one controller may also be configured to correlate the data trend with the diet data of the given user, and use machine learning to predict a health change of the user based upon the correlated data trend and diet data of the given user.