化工进展 ›› 2023, Vol. 42 ›› Issue (7): 3331-3339.DOI: 10.16085/j.issn.1000-6613.2023-0189
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()
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:
WANG Songsong1,2(), LIU Peiqiao1, TAO Changyuan1,2, WANG Yundong3, CHEN Enzhi4, MIAO Yingbin4, ZHAO Fengxuan4, LIU Zuohua1,2()
Received:
2023-02-14
Revised:
2023-05-16
Online:
2023-07-15
Published:
2023-08-14
Contact:
LIU Zuohua
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。
中图分类号:
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.
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