Physics-guided proximal policy optimization for dynamic correction of multiphase flow production profiles in deep wells
Conventional production logging interpretation methods exhibit substantial inaccuracies in deep high-temperature, high-pressure (HTHP) wells due to dynamic flow-pattern transitions and the depth-dependent accumulation of measurement errors, posing a critical challenge for accurate reservoir evaluation. To address these...