... shale gas us government artificial intelligence machine learning complex reservoir stage length fuzzy clustering shale lithology mip-3h upstream oil & gas production log presented cluster placement c-mean algorithm fracture c-mean classification lithology wellbore...

.... The case study shows a relationship between fracture stage length, uniformity during stimulation and productivity. Uniformity of the production strain attributes confirmed uniformity of the stimulation. Differences were observed in the magnitude of the strain peaks with the shortest stage length, however...

... dynamics well pad workflow udc scenario unconventional resource economics upstream oil & gas vaca muerta formation stage length optimization decision variable unconventional resource technology conference value metric completion design unit development cost URTeC: 5714 Maximizing...

... Abstract Optimizing completion efficiency has been one of the most challenging aspects of unconventional reservoir development. Two of the key factors to consider in completion design are stage length and cluster spacing, which affect both well performance and economics. Shorter stage length...

... surveillance re-fracturing upstream oil & gas drillstem/well testing cumulative production close cluster cluster efficiency liner refrac candidate pressure drop organic shale operator reserves evaluation stage length expandable liner refrac eur technology conference bpm rate refrac urtec...

..., often referred to as reduced stage spacing (RSS) or reduced cluster spacing (RCS). A trend in these changes across the basin points to increased sand loading and reduced stage length can improve wellbore performance. With the combination of rate transient analysis (RTA) analysis and frac modeling...

... Upstream Oil & Gas spe-178545-m urtec prediction failure surface wellbore Artificial Intelligence constraint natural fracture fracture network algorithm anisotropy hydraulic fracturing stage length variability stress anisotropy fracture potential optimization problem stage design...