Hybrid data driven drilling and rate of penetration optimization
نویسندگان
چکیده
منابع مشابه
Application of an Adaptive Neuro-fuzzy Inference System and Mathematical Rate of Penetration Models to Predicting Drilling Rate
The rate of penetration (ROP) is one of the vital parameters which directly affects the drilling time and costs. There are various parameters that influence the drilling rate; they include weight on bit, rotational speed, mud weight, bit type, formation type, and bit hydraulic. Several approaches, including mathematical models and artificial intelligence have been proposed to predict the rate o...
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ژورنال
عنوان ژورنال: Journal of Petroleum Science and Engineering
سال: 2021
ISSN: 0920-4105
DOI: 10.1016/j.petrol.2020.108075