Application of AI in Oil & Gas Industries

  • سال انتشار: 1400
  • محل انتشار: سومین کنفرانس بین المللی فناوری های جدید در صنایع نفت، گاز و پتروشیمی
  • کد COI اختصاصی: NTOGP03_028
  • زبان مقاله: انگلیسی
  • تعداد مشاهده: 294
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نویسندگان

Mohammadreza Boskabadi

Multiphase Systems Research Lab, School of Chemical Engineering, College of Engineering, University of Tehran, Tehran ۱۱۱۵۵/۴۵۶۳, Iran

Mohammadreza Javadi

Multiphase Systems Research Lab, School of Chemical Engineering, College of Engineering, University of Tehran, Tehran ۱۱۱۵۵/۴۵۶۳, Iran

Navid Mostoufi

Multiphase Systems Research Lab, School of Chemical Engineering, College of Engineering, University of Tehran, Tehran ۱۱۱۵۵/۴۵۶۳, Iran

Rahmat Sotoudeh gharebagh

Multiphase Systems Research Lab, School of Chemical Engineering, College of Engineering, University of Tehran, Tehran ۱۱۱۵۵/۴۵۶۳, Iran

Reza Zarghami

Multiphase Systems Research Lab, School of Chemical Engineering, College of Engineering, University of Tehran, Tehran ۱۱۱۵۵/۴۵۶۳, Iran

چکیده

Artificial intelligence (AI) has been recently used in many areas and numerous scientists havechosen it due to its future direction potential. Oil and gas industries (OGI) are among the most importantfields in chemical engineering and engineers face various challenges and complexities in this field. Itinvolves many processes and stakeholders, each generating a huge amount of data. Traditional methodsfor solving problems in OGI have not always been precise and sometimes using them might be even anarduous task. Therefore, AI is suggested to be applied in this field in order to help engineers to tacklethese complex tasks. It is worth to mention some of the AI-based work reports and their applicationsincluding oilfield production dynamic prediction, developing plan optimization and fracture detection.Machine learning (ML) which is one of the subcategories of AI, has been very helpful in this field.

کلیدواژه ها

Artificial Intelligence, Oil and Gas Industries, Machine Learning

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