... based expert system by utilizing numerically generated training data using a high-fidelity numerical simulation model. Injection-pattern-based reservoir models are structured to establish the knowledge-base that serves for the ANN training. The injection process starts with water injection...

... 2 Drillstem Testing zonal contribution composition production data expert system production monitoring drillstem/well testing contribution production parameter reservoir 1 water production procedure zonal gas contribution society of petroleum engineers mari petroleum company...

... Upstream Oil & Gas noticeable change water rate backward solution reservoir simulation model skin factor formation damage expert system machine learning reservoir simulation Flow profile input parameter artificial neural network perforation oil rate PI factor production response...

... Abstract The principal objective of this paper is to develop an artificial expert system capable of instantaneously and accurately predicting complex wells (CW) performance, proposing CW designs, and predicting average reservoir properties, for shale gas wells operating under specified bottom...

... mineralogy Tools The effectiveness of the expert system for down-hole applications is demonstrated using chemical input from a nuclear spectroscopy sonde. This is a new downhole pulsed – neutron spectroscopy instrument that is designed to provide extensive chemical information from strata...

... were written and multiple examples provided for each category. The categories were then tested with a new set of causal factors to ensure they were both exhaustive and mutually exclusive. The twenty-eight final categories were then put into question form for future conversion to an expert system...

... expert system conventional sobel filter detection algorithm gradient Reservoir Characterization local gradient workstation automatic fault detection Implementation Sobel filter sobel algorithm Sobel gradient operator saudi arabia government multidirectional sobel filter saleh al-dossary...

... fracture log analysis shale reservoir exhibition mineralogy artificial intelligence correlation expert system porosity mechanical property jacobi franquet spe annual technical conference haynesville shale stress profile stiffness tensor anisotropy core sample fracture Introduction...