首页|重介分选密度智能控制系统在济二煤矿选煤厂的应用

重介分选密度智能控制系统在济二煤矿选煤厂的应用

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阐述了济宁二号煤矿选煤厂针对重介分选密度控制问题,以数字化建设为基础,依托人工智能技术进行了智能化建设的探索.基于完善的生产传感器,采集原煤灰分、入洗煤量、磁性物含量、精煤灰分等生产数据入库保存,作为智能控制系统的数据基础.基于盘古大模型和优化求解技术构建重介分选密度设定值的智能推荐系统,并将推荐的分选密度自动下发到PLC系统执行,形成完整的生产闭环.生产实践表明,该系统控制得到的精煤产品灰分稳定性更高,精煤理论产率相比人工控制提升0.334%.
Application of dense medium density intelligent control system in the Coal Preparation Plant of Jier Coal Mine
Dense medium cyclone is an important equipment in coal preparation.The control effect of dense medium density determines the quality and yield of clean coal products.Based on the foundations of digitization and automation,Jier coal mine coal preparation plant has carried out experimental research and application of intelligent control on dense medium density,relying on the rapidly developing artificial intelligence technology.Based on the well-established production sensors,raw coal ash,amount of coal washed,magnetic substance content and clean coal ash et al are collected and stored in database,to be used as the data basis by intelligent control system.Dense medium density intelligent control system is constructed based on Pangu large model and optimal solving technique,and the recommended density is send to the PLC system automatically forming a complete production closed loop.Production practice shows that application of the intelligent control system can obtain more stable clean coal ash and 0.33%higher clean coal yield.

coal preparation plantdense medium cycloneartificial intelligencelarge modelmedium density control

朱绍文、李新祥、戴长官、朱新奇、徐鹏展

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兖矿能源济宁二号煤矿,山东济宁 272072

山东能源集团技术研究总院,山东济南 250000

华为技术有限公司,广东深圳 518116

选煤厂 重介质旋流器 人工智能 大模型 分选密度控制

2024

煤炭加工与综合利用
中国煤炭加工利用协会

煤炭加工与综合利用

影响因子:0.496
ISSN:1005-8397
年,卷(期):2024.(2)
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