Shanghai Fire Research Institute

PAI-Informer: A Production-Anchored Incremental Informer for Multistep Shale Gas Production Forecasting

Abstract Reliable multistep forecasting of shale gas production is hindered by nonstationary decline, operational disturbances, and error accumulation. This study develops a Production-Anchored Incremental Informer (PAI-Informer) for 1–7-day production forecasting. Instead of dir...