国际石油经济2024，Vol.32Issue(7)：7-16,61,11.
人工智能技术在油气综合能源系统中的应用研究综述
The review of application of artificial intelligence technology in oil and gas integrated energy system
刘秀如 1韩硕 2李昱瑾 1马文略 3游双矫 1朱新宇 1岳小文1
作者信息
- 1. 中国石油天然气股份有限公司规划总院
- 2. 北京科技大学
- 3. 国务院国资委社会责任局
- 折叠
摘要
Abstract
The application of artificial intelligence technology in integrated energy systems mainly includes energy management,oil and gas production capacity forecasting,load and power generation forecasting,fault detection&fault-tolerant control,and intelligent scheduling of energy storage systems,etc.,which can effectively deal with system randomization and load variations,improve system forecasting and scheduling capabilities,optimize coordinated scheduling of multi-energy systems,and enhance overall energy utilization efficiency.From the development trend,the integrated intelligent agent based on large language models is becoming the mainstream mode of application,but it still faces challenges in such aspects in the process of its application as coordination and control in multi-entity systems,the application of the Internet of Things and edge computing,optimization of integrated energy systems and human-computer collaboration,and green artificial intelligence.关键词
人工智能技术/油气资源/综合能源系统/协调调度Key words
artificial intelligence technology/oil and gas resources/integrated energy systems/coordinated scheduling引用本文复制引用
刘秀如,韩硕,李昱瑾,马文略,游双矫,朱新宇,岳小文..人工智能技术在油气综合能源系统中的应用研究综述[J].国际石油经济,2024,32(7):7-16,61,11.
