水泥生产装备智能在线监测交互平台的应用

doi:10.19698/j.cnki.1001-6171.20246054

下载:

PDF (8544KB)
输出: BibTeX | EndNote (RIS)

摘要

传统的水泥生产装备运行状态监测巡检方式多依赖人工进行，存在设备故障状态易漏检、误检、信息化程度和工作效率较低等问题。基于工业物联网、边缘计算、云计算、AI人工智能、机器学习等技术，提出了开发智能在线监测交互平台的解决方案，介绍了设备智能在线监测系统和AI视频智能中台两部分构成的主要功能。系统成功应用于水泥生产传送带偏离监测、下料口堵塞检测、煤粉温度和火焰监测等场景，实现了水泥生产装备的故障智能预警和智能诊断，减少了设备故障停机频次，延长了水泥生产装备使用寿命。

	服务
	把本文推荐给朋友
	加入引用管理器
	E-mail Alert
	RSS
	（）
	作者相关文章
	刘国华

关键词: 生产装备')" href="#">

生产装备云计算 AI智能故障诊断智能检测

Abstract:

The traditional method of monitoring the operational status of cement production equipment relies heavily on manual inspection, which has problems such as missed and false detection of equipment malfunction status, low informationization, and low work efficiency. Based on the technologies of industrial Internet of Things, edge computing, cloud computing, AI artificial intelligence, machine learning, etc., the solution for developing an intelligent online monitoring interactive platform is proposed, and the main functions of the device intelligent online monitoring system and the AI video intelligent middle platform are introduced. The system has been successfully applied to scenarios such as deviation monitoring of cement production conveyor belts, detection of blockages at the feeding port, monitoring of pulverized coal temperature and flame, and so on. It has achieved intelligent early warning and intelligent diagnosis of equipment malfunctions in cement production, reducing the frequency of equipment downtime and extending the service life of cement production equipment.

Key words: production equipment')" href="#">

production equipment cloud computing AI intelligence fault diagnosis intelligent detection

收稿日期: 2024-06-30 出版日期: 2024-11-25 发布日期: 2024-11-25 整期出版日期: 2024-11-25

ZTFLH:

TQ172.6

引用本文:

刘国华.

水泥生产装备智能在线监测交互平台的应用 [J]. 水泥技术, 2024, 1(6): 54-59.
LIU Guohua.

Application of Intelligent Online Monitoring and Interaction Platform for Cement Production Equipment . Cement Technology, 2024, 1(6): 54-59.

链接本文:

http://www.cemteck.com/CN/10.19698/j.cnki.1001-6171.20246054 或 http://www.cemteck.com/CN/Y2024/V1/I6/54

[1]	石洋, 张丽美, 戴丽丽. 水泥装备智能运维探讨 [J]. 水泥技术, 2023, 1(6): 29-35.
[2]	石国平, 刘栋强. 水泥粉磨系统智能化发展现状及优化途径[J]. 水泥技术, 2023, 1(5): 13-17.
[3]	魏雪梅. 水泥生产设备液压系统常见故障排除方法及实例[J]. 水泥技术, 2022, 1(3): 79-83.
[4]	马斌, 孙利波. 把握大数据机遇实现装备制造跨越式发展 [J]. 水泥技术, 2015, 1(4): 35-39.
[5]	舒服华. 基于倒频谱分析的球磨机减速机故障诊断 [J]. 水泥技术, 2007, 1(3): 36-39.
[6]	苏宜清, 黄民, 李志明. 水泥磨传动系统的故障诊断与分析 [J]. 水泥技术, 2005, 1(4): 31-33.

[1]	. Review and Prospect of Engineering Practice of Waste Disposal in Cement Kiln in China[J]. Cement Technology, 2018, 1(1): 17 -21 .
[2]	DI Dongren, TAO Congxi, CHAI Xingteng. Revision of Cement Energy Consumption Standards and Energy Saving Technology(Ⅰ)[J]. Cement Technology, 2018, 1(1): 22 -26 .
[3]	LIU Yonggang, GAO Hongwei, XIAO Guiqing. Design Method of Road Structure Using Lean Concrete Base[J]. Cement Technology, 2018, 1(1): 27 -31 .
[4]	LIU Xu, LI Liang. Investigation of New Medium Temperature Wear-resistant Alloy Steel[J]. Cement Technology, 2018, 1(1): 32 -34 .
[5]	MA Debao. Finite Element Analysis of Inverted Cone in Raw Meal Silo[J]. Cement Technology, 2018, 1(1): 35 -38 .
[6]	HAN Zhongqi. [J]. Cement Technology, 2018, 1(1): 38 -48 .
[7]	XIE Jianzhong, LIAN Xuewen. Analysis and Solution of Segregation of the Kiln Ash in Continuous Raw Meal Homogenization Silo#br#[J]. Cement Technology, 2018, 1(1): 49 -53 .
[8]	GUAN Laiqing, HE Yongxian. [J]. Cement Technology, 2018, 1(1): 54 -59 .
[9]	WEI Can, ZHANG Yuanyuan, AI Jun. Application of Cement Intelligent Control System in Overseas Projects[J]. Cement Technology, 2018, 1(1): 60 -64 .
[10]	JIN Shuang. [J]. Cement Technology, 2018, 1(1): 72 -73 .