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A Real‐Time Decision Support System for High Cost Oil Well Drilling Operations

Gundersen, Odd Erik ; Sørmo, Frode ; Aamodt, Agnar ; Skalle, Pål

The AI magazine, 2013-03, Vol.34 (1), p.21-32 [Periódico revisado por pares]

Menlo Park, CA: American Association for Artificial Intelligence

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Título:
A Real‐Time Decision Support System for High Cost Oil Well Drilling Operations
Autor: Gundersen, Odd Erik ; Sørmo, Frode ; Aamodt, Agnar ; Skalle, Pål
Assuntos: Age differences ; Applied sciences ; Artificial intelligence ; Awards & honors ; Best practice ; Case studies ; Computer science; control theory; systems ; Crude oil, natural gas and petroleum products ; Decision making ; Decision support systems ; Drilling ; Drilling methods and equipments. Rocks mechanics. Directional and horizontal drilling ; Drilling. Casing. Preparing wells for production ; Economic aspects ; Energy ; Engineers ; Equipment and supplies ; Exact sciences and technology ; Fuels ; Information systems. Data bases ; Memory organisation. Data processing ; Natural language ; Oil and gas field equipment ; Oil and gas field equipment industry ; Oil field equipment ; Oil fields ; Oil well drilling ; Oil wells ; Problem solving ; Prospecting and production of crude oil, natural gas, oil shales and tar sands ; Real time ; Schank, Roger C ; Software ; Software engineering ; Software quality ; Software upgrading
É parte de: The AI magazine, 2013-03, Vol.34 (1), p.21-32
Descrição: In this paper we present DrillEdge — a commercial and award‐winning software system that monitors oil well drilling operations in order to reduce nonproductive time (NPT). DrillEdge utilizes case‐based reasoning with temporal representations on streaming real‐ime data, pattern matching, and agent systems to predict problems and give advice on how to mitigate the problems. We document the methods utilized, the architecture, the GUI. and the development cost in addition to two case studies.
Editor: Menlo Park, CA: American Association for Artificial Intelligence
Idioma: Inglês

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A Real‐Time Decision Support System for High Cost Oil Well Drilling Operations

Gundersen, Odd Erik ; Sørmo, Frode ; Aamodt, Agnar ; Skalle, Pål

Menlo Park, CA: American Association for Artificial Intelligence

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