... petroleum play type history energy economics gas well recovery hydrocarbon fracture produced water production oil shale rock type shale oil mudstone oil well testing result geology mudrock production forecasting specialized plot production condition data quality production history...

... forecasting the newly developed well extremely challenging compared to traditional methods. Our previous work successfully applied a deep learning-based production forecasting model to the Montney shale gas play. However, Duvernay shale play exhibits significant variability in gas and liquid production...

... Abstract Accurate production forecasting for multiple wells that have both sparse and irregular measurements concurrently is a challenging task. Type-well analysis is commonly employed to model the average decline behavior of a group of wells from empirical relationships. The modeled type-well...

... equations. This sophisticated approach enables the inclusion of supplementary data, thereby significantly enhancing the precision of production forecasts. As a result, these data points are adeptly employed to derive the model's underlying physical parameters, leading to highly accurate production rate...

... Abstract Production forecasting and hydrocarbon reserve estimation play a major role in production planning and field evaluation. Traditional methods of production forecasting use historical production data and do not account for completion and geolocation attributes that limit their prediction...

..., production forecasting using a multi-segment Arps model for all individual wells can be a challenging and time-consuming process. Although popular industry software provide some relief, each approach has its individual limitations. We present a workflow to automate the application of multi-segmented Arps...

... transient testing upstream oil & gas bhp pressure transient analysis artificial intelligence drillstem testing history matching production forecasting reservoir simulation gas rate fracture half-length bhp condition drillstem/well testing time superposition identification deconvolution...

... Abstract In the past several decades, traditional decline curve analyses have been widely used as a quick and simple yet efficient method for reserve estimation and production forecasting. Several new models have been proposed since 2000s to address limitations of traditional decline models...