Methods and apparatus to detect multiple wearable meter devices

An apparatus to detect multiple wearable meter devices, comprising:

• an interface for:
• receiving primary data from a first meter and a second meter, the primary data being used as a singular input in identifying duplicate wear;
• and
• receiving secondary data from the first meter and the second meter, the secondary data being used as additional input to the primary data in identifying duplicate wear;
• a comparator for:
• determining one or more primary factors based on the primary data, wherein the primary factor measuring a linear relationship between the primary data from a first meter and a second meter;
• and
• determining one or more secondary factors based on the secondary data, wherein the secondary factors calculating a difference between the secondary data from a first meter and a second meter;
• and
• a machine learning (ML) model for determining, based on the one or more primary factors and the one or more secondary factors, whether the first meter and the second meter correspond to duplicate wear.

A computer-readable storage medium storing instructions that when executed by a computer cause the computer to perform a method for using a computer system to detecting multiple wearable meter devices, the method comprising:

• receiving primary data from a first meter and a second meter, the primary data being used as a singular input in identifying duplicate wear;
• receiving secondary data from the first meter and the second meter, the secondary data being used as additional input to the primary data in identifying duplicate wear;
• determining one or more primary factors based on the primary data, wherein the primary factor measuring a linear relationship between the primary data from a first meter and a second meter;
• determining one or more secondary factors based on the secondary data, wherein the secondary factors calculating a difference between the secondary data from a first meter and a second meter;
• and
• determining, based on the one or more primary factors and the one or more secondary factors, whether the first meter and the second meter correspond to duplicate wear.