Systems and methods for processing non-similar data

A non-transitory computer-readable storage medium storing instructions for collecting and processing data, the instructions causing at least one processor to perform operations comprising:

• receiving machine parameters organized by a plurality of data channels, each of the plurality of data channels being associated with a distinct characteristic;
• receiving location information associated with the machine and corresponding timestamps;
• transferring the machine parameters, location information, and timestamps to a server;
• merging the machine parameters, location information, and timestamps into a table, wherein the machine parameters are aggregated according to at least one of corresponding data channel, timestamp, and machine ID;
• receiving a request from a user for information from the table;
• and
• outputting the information to the user.

A system for collecting and processing data, comprising:

• a first set of sensors configured to detect parameters of a machine, the parameters being organized by a plurality of data channels with each of the plurality of data channels being associated with a distinct characteristic;
• a second set of sensors configured to detect a location of the machine and a timestamp corresponding to the location;
• a user input device configured to receive data requests from a user;
• a data repository connected to the first and second sets of sensors;
• and
• a server connected to the data repository and the user input device, the server being configured to:
• merge the parameters, locations, and timestamps into a table, wherein the parameters are aggregated according to at least one of corresponding data channel, timestamp, and machine ID;
• and
• output information to the user based on the data request, wherein the output information is generated from the merged parameters, locations, and timestamps.