基于鲸鱼优化算法的智能除尘监控系统研究  

Research on Intelligent Dust Removal Monitoring System Based on WOA

作　　者：马乐 邢丹 

机构地区：[1]陕西延长石油榆林煤化有限公司,陕西榆林719000 [2]安徽理工大学计算机科学与工程学院,安徽淮南232001

出　　处：《工业控制计算机》2023年第4期49-50,53,共3页Industrial Control Computer

摘　　要：为了解决物料运输过程中存在的粉尘问题,设计了一个智能除尘监控系统。系统使用粉尘检测传感器采集粉尘浓度,通过高清视频对导料槽设备进行监控,采用鲸鱼优化算法(Whale Optimization Algorithm,WOA)的智能控制器对不同的粉尘浓度进行数据处理、模型构建,得到不同工况下最优除尘装置参数设定值,进一步实现对除尘设备的智能管控。经实际测试,基于WOA优化方法的监控系统应用到除尘设备上有效降低了粉尘浓度,减少了运行成本,最终实现对智能除尘设备的安全管理。In order to solve the problem of dust in the material transportation process,an intelligent dust removal monitoring system is designed in this paper.The system uses dust detection sensors to collect dust concentrations and high-definition video to monitor the guide chute equipment.The intelligent controller optimized by whale optimization algorithm performs data processing,model construction and practical application for different dust concentrations to obtain the optimal dust removal device parameter setting values under different working conditions,further realizing intelligent control of dust removal equipment.After practical tests,the monitoring system based on the WOA method applied to the dust removal equipment has effectively reduced the dust concentration,and ultimately realizes the safe management of intelligent dust removal equipment.

关 键 词：智能除尘装置 高清视频 智能控制器 鲸鱼优化算法 

分 类 号：TP18[自动化与计算机技术—控制理论与控制工程] X701.2[自动化与计算机技术—控制科学与工程]