Recent progress and new developments of applications of artificial intelligence (AI), knowledge-based systems (KBS), and Machine Learning (ML) in the petroleum industry

作     者：Paitoon(PT)Tontiwachwuthikul Christine W.Chan Fanhua(Bill)Zeng Zhiwu(Henry)Liang Teerawat Sema Chao Min 

作者机构：Canadian Academy of Engineering(FCAE)Clean Energy Technologies Research Institute(CETRi)University of ReginaSKCanada Canadian Academy of Engineering(FCAE)Canada Research Chair Tier I in Energy and Environmental Informatics(2006-2020)Energy Informatics LaboratoryUniversity of ReginaSKCanada Faculty of Graduate Studies and ResearchUniversity of ReginaSKCanada Joint International Center for CO2 Capture&Storage(iCCS)Hunan UniversityChangshaHunan410082China Sustainable Multiphase ARtificial-intelligence Technology(SMART)LaboratoryDepartment of Chemical TechnologyChulalongkorn UniversityBangkokThailand Institute for Artificial IntelligenceSouthwest Petroleum UniversityChengduChina 

出 版 物：《Petroleum》 (油气（英文）)

年 卷 期：2020年第6卷第4期

页      面：I0001-I0002页

核心收录：

学科分类：12[管理学] 1201[管理学-管理科学与工程(可授管理学、工学学位)] 081104[工学-模式识别与智能系统] 08[工学] 0835[工学-软件工程] 0811[工学-控制科学与工程] 0812[工学-计算机科学与技术（可授工学、理学学位）] 

基　　金：International Business Machines Corporation, IBM, (1,2) petroleum industry 

主　　题：devoted petroleum knowledge 

摘      要：Over the past two decades,broad-based and intense efforts have been devoted to apply concepts and methodologies from information technology(IT)and artificial intelligence(AI)to informatics research related to energy and environmental *** academic research and industrial practices have generated an impressive amount of literature,which spans virtually every aspect of synergistic work among these *** and systems analysis techniques are now being widely used by the practicing engineers and scientists to solve a broad range of problems in the petroleum *** at the World Economic Forum at Davos Switzerland in 2017,Ginni Rometty,IBM′CEO at that time(now Executive Chairperson of IBM),described AI s role in the partnership between humans and machines as“augmented cognition.In other words,AI not only supports but augments human cognition so that humans can be more efficient and“do a better job[1,2].This should also be true and very beneficial for the petroleum industry.