工业物联网技术在搅拌反应器领域的应用

doi:10.16085/j.issn.1000-6613.2023-0189

化工进展 ›› 2023, Vol. 42 ›› Issue (7): 3331-3339.DOI: 10.16085/j.issn.1000-6613.2023-0189

• 专栏：智能化工装备与安全 • 上一篇下一篇

工业物联网技术在搅拌反应器领域的应用

王松松¹^,²(), 刘培乔¹, 陶长元¹^,², 王运东³, 陈恩之⁴, 苗迎彬⁴, 赵风轩⁴, 刘作华¹^,²()

^1.重庆大学化学与化工学院，重庆 401331
^2.煤矿灾害动力学与控制国家重点实验室，重庆 400044
^3.清华大学化学工程系，北京 100084
^4.重庆华峰化工有限公司，重庆 408018

收稿日期:2023-02-14 修回日期:2023-05-16 出版日期:2023-07-15 发布日期:2023-08-14
通讯作者: 刘作华
作者简介:王松松（1996—），男，博士研究生，研究方向为先进化工装备、计算流体力学。E-mail：wangsongsong@cqu.edu.cn。
基金资助:
国家自然科学基金面上项目(22078030);国家自然科学基金创新研究群体项目(52021004);重庆市自然科学基金创新发展联合基金(CSTB 2022NSCQ-LZX0014);国家重点研发计划(2022YFC3901204);中央高校基本科研业务费(2022CDJQY-005);煤矿灾害动力学与控制国家重点实验室自主研究项目重点项目(2011DA105287-zd201902)

Application of industrial internet of things technology in stirred reactor

WANG Songsong¹^,²(), LIU Peiqiao¹, TAO Changyuan¹^,², WANG Yundong³, CHEN Enzhi⁴, MIAO Yingbin⁴, ZHAO Fengxuan⁴, LIU Zuohua¹^,²()

^1.College of Chemistry and Chemical Engineering, Chongqing University, Chongqing 401331, China
^2.State Key Laboratory of Coal Mine Disaster Dynamics and Control, Chongqing 400044, China
^3.Department of Chemical Engineering, Tsinghua University, Beijing 100084, China
^4.Chongqing Huafeng Chemical Limited Company, Chongqing 408018, China

Received:2023-02-14 Revised:2023-05-16 Online:2023-07-15 Published:2023-08-14
Contact: LIU Zuohua

摘要/Abstract

摘要：

传统搅拌反应器运行模式匹配度较差，缺乏对搅拌装备的智能化诊断、控制和匹配能力监测。近年来，工业互联网的兴起引起了各个行业内巨大的研究兴趣，并取得了相对可喜的进展。本文首先概述了工业物联网兴起的背景及其特征优势，然后简述了搅拌反应器智能化需解决的关键技术难题，而后采用工业物联网技术，对表征搅拌反应器内部物料混合状态的时变信号进行数据智能化采集、分析和处理，并预测设备内部物料未来状态的变化趋势。结合流体混沌混合特性、宏观混合行为以及搅拌反应器结构参数和操作参数进行大数据分析，形成了智能监测与混沌同步体系，并建立搅拌反应器智能监测的操作平台，主要包括风险动态管控、在线监测预警和实时反馈控制三大功能模块。最后，总结了该搅拌反应器智能终端在化工领域存在的挑战，并且对未来发展方向及应用前景进行了展望。希望通过本文能吸引化工方面不同研究背景的学者进入这个多学科交叉领域，共同为推动节能减排、发展智能化工装备与安全做出一定贡献。

关键词: 搅拌反应器, 智能, 工业物联网, 化工, 装备

Abstract:

The traditional stirred reactor operation mode is poorly matched, and there is a lack of intelligent diagnosis, control and matching capability monitoring of stirred equipment. In recent years, the rise of industrial internet has aroused great research interest within various industries, and relatively promising progress has been made. This paper first outlined the background of the rise of industrial internet of things (IIoT) and its characteristic advantages. Then, the key technical challenges to be solved for the intelligence of stirred reactors were briefly described. The industrial internet of things technology was used to intelligently collect, analyze and process the time-varying signals characterizing the mixing state of the material inside the stirred reactor, and to predict the trend of the future state of the material inside the equipment. Combined with the fluid chaotic mixing characteristics, macroscopic mixing behavior, and big data analysis of stirred reactor structure parameters and operation parameters, an intelligent monitoring and chaos synchronization system was formed, and an operation platform for intelligent monitoring of the stirred reactor was established, which mainly included dynamic control of risk, online monitoring and early warning, and real-time feedback control. Finally, the challenges of this stirred reactor intelligent terminal in the chemical industry were summarized, and the future development direction and application prospects were prospected. It is hoped that this paper can attract scholars with different research backgrounds in chemical industry to enter this multidisciplinary crossover field and make some contributions to promote energy saving and emission reduction, and develop intelligent chemical equipment and safety together.

Key words: stirred reactor, intelligent, industrial internet of things (IIoT), chemical, equipment

中图分类号:

TQ05

王松松, 刘培乔, 陶长元, 王运东, 陈恩之, 苗迎彬, 赵风轩, 刘作华. 工业物联网技术在搅拌反应器领域的应用[J]. 化工进展, 2023, 42(7): 3331-3339.

WANG Songsong, LIU Peiqiao, TAO Changyuan, WANG Yundong, CHEN Enzhi, MIAO Yingbin, ZHAO Fengxuan, LIU Zuohua. Application of industrial internet of things technology in stirred reactor[J]. Chemical Industry and Engineering Progress, 2023, 42(7): 3331-3339.

图/表 6

图1 IIoT 技术架构[43]

图2 智能多轴搅拌及群体智能控制系统示意图

图3 用户登录界面

图4 平台环境监控界面

图5 平台历史数据查询界面

图6 宏观不稳定性频率的特征曲线

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工业物联网技术在搅拌反应器领域的应用

Application of industrial internet of things technology in stirred reactor

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