Testing augmenation scheme by stipulating multi-phase flow meter (mfpm) engineering enhancement methodology 'tassmeem'

Abstract

Methods and systems for a testing augmentation and engineering enhancement manager include: obtaining operating data, input diagnostic parameter data, and calibration data regarding a multi-phase flow meter (MPFM) in a production system, determining a verification assessment using a first machine-learning model comprising a functional status for the MPFM, and determining a validation assessment by comparing the current the historical flowrate measurement data. The methods and systems further include determining a virtual flow meter (VFM) measurement using a second machine-learning model based on a plurality of VFM inputs in the operating data, determining a calibration assessment comprising a health report identifying whether the MPFM requires a second recommended action, and transmitting, in response to the validation assessment, the VFM measurement, the verification assessment, and the calibration assessment, an action point for the MPFM. The action point includes an alarm for a procedure that adjusts or replaces the MPFM.