{"title":"基于人工智能技术的智能油气田","authors":"Elchin F. Veliyev, S. Shirinov, T. E. Mammedbeyli","doi":"10.5510/ogp20220400785","DOIUrl":null,"url":null,"abstract":"Artificial Intelligence (AI) is a system that simulates the thinking process. AI involves a simple structural approach to the development of complex decision-making systems, allowing the user to set and solve problems of varying degrees of complexity. Today, AI technologies are increasingly being used in many areas of human activity, and the oil and gas industry is no exception. Application of AI in oil and gas industry is rapidly developing and gradually being introduced in various areas such as: smart drilling, smart pipeline, smart refinery, etc. Based on AI, it is possible to create an ecosystem in which coordination and cooperation of all levels, sectors and areas can be implemented to extend the life cycle of the oil field, improve efficiency and quality of decision-making, reduce costs and increase economic benefits. Keywords: Artificial Intelligence; neural network; enhanced oil recovery; production forecast; support vector machines; genetic algorithm.","PeriodicalId":43516,"journal":{"name":"SOCAR Proceedings","volume":"19 1","pages":""},"PeriodicalIF":1.7000,"publicationDate":"2022-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Intelligent oil and gas field based on artificial intelligence technology\",\"authors\":\"Elchin F. Veliyev, S. Shirinov, T. E. Mammedbeyli\",\"doi\":\"10.5510/ogp20220400785\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Artificial Intelligence (AI) is a system that simulates the thinking process. AI involves a simple structural approach to the development of complex decision-making systems, allowing the user to set and solve problems of varying degrees of complexity. Today, AI technologies are increasingly being used in many areas of human activity, and the oil and gas industry is no exception. Application of AI in oil and gas industry is rapidly developing and gradually being introduced in various areas such as: smart drilling, smart pipeline, smart refinery, etc. Based on AI, it is possible to create an ecosystem in which coordination and cooperation of all levels, sectors and areas can be implemented to extend the life cycle of the oil field, improve efficiency and quality of decision-making, reduce costs and increase economic benefits. Keywords: Artificial Intelligence; neural network; enhanced oil recovery; production forecast; support vector machines; genetic algorithm.\",\"PeriodicalId\":43516,\"journal\":{\"name\":\"SOCAR Proceedings\",\"volume\":\"19 1\",\"pages\":\"\"},\"PeriodicalIF\":1.7000,\"publicationDate\":\"2022-12-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"SOCAR Proceedings\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.5510/ogp20220400785\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"0\",\"JCRName\":\"ENGINEERING, PETROLEUM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"SOCAR Proceedings","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5510/ogp20220400785","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"0","JCRName":"ENGINEERING, PETROLEUM","Score":null,"Total":0}
Intelligent oil and gas field based on artificial intelligence technology
Artificial Intelligence (AI) is a system that simulates the thinking process. AI involves a simple structural approach to the development of complex decision-making systems, allowing the user to set and solve problems of varying degrees of complexity. Today, AI technologies are increasingly being used in many areas of human activity, and the oil and gas industry is no exception. Application of AI in oil and gas industry is rapidly developing and gradually being introduced in various areas such as: smart drilling, smart pipeline, smart refinery, etc. Based on AI, it is possible to create an ecosystem in which coordination and cooperation of all levels, sectors and areas can be implemented to extend the life cycle of the oil field, improve efficiency and quality of decision-making, reduce costs and increase economic benefits. Keywords: Artificial Intelligence; neural network; enhanced oil recovery; production forecast; support vector machines; genetic algorithm.