Research on intelligent management system of large coal group
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摘要: 管理智能化是智能化矿山建设的有机组成部分。分析了目前大型煤矿集团信息化管理存在的主要问题，包括管理平台对异构数据的处理能力弱，业务系统缺乏空间特征信息的动态融合，无法对“人、机、环、管”进行流程化智能分析，缺乏基于业务流程、大数据分析的协同预警和联动功能等。针对上述问题，提出了大型煤矿集团管理智能化系统的总体设计方案与架构，阐述了系统建设过程中采用的异构数据处理、模型库和知识库构建、大数据分析和管控协同等关键技术。该系统已在河南能源化工集团有限公司总部、二级公司和下属矿井得到应用，共提高管理岗位工效约20%，降低调度统计、监测监控岗位工作强度约35%，实现了平台标准化、时空一体化、分析智能化和管理协同化的系统建设目标，提高了大型煤矿集团管理智能化水平与决策效率。Abstract: Intelligent management is an integral part of intelligent mine construction. The main problems of information management in large coal groups are analyzed, including the weak processing capability of management platform for heterogeneous data, the lack of dynamic integration of spatial characteristics information in business systems, the inability to conduct intelligent analysis of 'human, machine, environment and management', and the lack of collaborative early warning and linkage functions based on work flow and big data analysis. To address the above problems, the overall design scheme and architecture of intelligent management system of large coal groups are proposed. The key technologies such as heterogeneous data processing, model database and knowledge database construction, big data analysis and control collaboration adopted during the system construction are described. The system has been applied in the headquarters, secondary companies and subordinate mines of Henan Energy & Chemical Group Co., Ltd. and has improved the work efficiency of management positions by about 20%, reduced the work intensity of dispatching statistics and monitoring positions by about 35%. The system has achieved the system construction goals of platform standardization, space-time integration, intelligent analysis and management coordination, and improved the intelligent management level and decision-making efficiency of large coal groups.
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期刊类型引用(10)
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