Abstract: Disclosed are systems, apparatuses, methods, and computer readable medium for run data based on operation of a facility. A method includes: analyzing tickets identifying modification of a plurality of equipment installed and configured at the facility, wherein a ticket identifies at least one of an installation of a first equipment, removal of the first equipment, or testing of the first equipment; generating a plurality of runs based on the tickets, wherein each run of the plurality of runs identifies an equipment configuration, a start time, and an end time; and mapping measurement data from the equipment based on the equipment configuration of the run into time series data.

Abstract: Disclosed are systems, apparatuses, methods, and computer readable medium for calibrating data in reliability reports from a facility. A method includes: receiving a reliability report and extracting information related to operation of equipment at a facility; extracting name information associated with the facility from the reliability report; determining a full name of the facility based on the partial name; and training a machine learning model to identify conditions for equipment disposed in a well environment based on the reliability report, the unique identifier, and the full name of the facility.

Abstract: A system, method and apparatus for autonomous data collection from variable frequency drives (VFD) is described. The system includes at least two embedded control systems, each built on a commercial platform, with customized components in transportable cases. A computer program with multiple instantiations operates on the at least two embedded control systems to provide a client-server implementation of data collection and recording units. The units communicate by Wi-Fi autonomously when the client comes within range of the server. Units do not require any direct intervention by technicians to gather and store VFD system data. The client is a mobile unit is installed in a field truck operated by a driver without the training to operate a VFD. When the mobile unit obtains a communications link to a central receiving server, the unit uploads its data for processing in a processing system.