煤炭行业AI大模型技术应用前景分析与建议
Research on the prospects of application of AI large-scale model technology in the coal industry
高玉洁 1王荣博 1王丹识1
作者信息
- 1. 中国煤炭工业协会信息化分会,北京 100013
- 折叠
摘要
结合多家科技厂商推出的AI大模型的落地商用案例以及其在煤炭行业的实际应用实例,分析了 AI大模型技术应用发展现状.基于大型煤炭企业信息化相关专业人员以及信息技术服务商所填报的300余份调查问卷,研究了 AI大模型技术在煤炭行业的应用前景;阐述煤炭行业大力发展AI大模型应用所面临的数据要素、基础设施、数据安全、新型生产关系构建、人才储备等方面的问题,结合行业数字化转型升级、智能化高质量发展的要求,提出煤炭行业应用发展AI大模型的若干建议.
Abstract
Combining the commercial application cases of AI large-scale models launched by multiple technology companies,as well as their actual application examples in the coal industry,this analysis has examined the current state of the application and development of Al large-scale model technology.Based on more than 300 questionnaires filled out by professionals in information technology and information technology service providers from large coal enterprises,the research has studied the prospects of applying Al large-scale models in the coal industry.It has expounded on issues such as data elements,infrastructure,data security,the construction of new production relationships,and talent reserves that the coal industry faces in vigorously developing the application of Al large-scale models.In line with the requirements of the industry's digital transformation and intelligent high-quality development,several suggestions have been put forward for the coal industry to develop and apply Al large-scale models well.
关键词
煤炭行业/AI大模型技术/应用前景/发展趋势/高质量发展Key words
coal industry/AI large-scale model technology/application prospects/development trends/high-quality development引用本文复制引用
出版年
2024
NETL
NSTL
万方数据