煤质技术2025，Vol.40Issue(4)：70-79,10.DOI:10.3969/j.issn.1007-7677.2025.04.008
数字引擎原料煤管理系统机制研究进展
Research progress of digital engine raw coal management system mechanism
摘要
Abstract
Raw coal management is the core link of the coal industry chain,involving resource procurement,stor-age,transportation,coal blending optimization and quality control.The intervention of digital technology can gradu-ally reshape the mode and pattern of raw coal management.This paper systematically reviews the technical architec-ture,key algorithms and software development practices of raw coal management system,analyzes the integration and application of Internet of Things(IoT),big data,artificial intelligence(AI),blockchain and other technologies,and discusses the limitations of current research and future development directions.The research shows that the intel-ligent management system of digital engine raw coal can significantly improve the utilization efficiency of raw coal and reduce carbon emissions.Through the deep integration of intelligent equipment and system,the precise control and optimization of the whole process of raw coal management can be realized,but the problems of data heterogeneity,al-gorithm generalization ability and cross-platform integration still need to be broken through.Intelligent sensors,drones,and intelligent remote control devices will collect massive coal quality data in real time in the future,provi-ding a solid data foundation for intelligent decision-making.At the same time,the deep integration of big data analy-sis and artificial intelligence algorithms can realize equipment failure prediction,production optimization,and accu-rate coal blending.关键词
原料煤管理/煤炭产业链/物联网/大数据/AI/区块链Key words
raw coal management/coal industry chain/internet of things/big data/AI/blockchain分类
信息技术与安全科学引用本文复制引用
杨承伟..数字引擎原料煤管理系统机制研究进展[J].煤质技术,2025,40(4):70-79,10.基金项目
煤炭科学技术研究院有限公司技术创新基金资助项目(2024ZX-01) （2024ZX-01）
