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Hardware-in-the-loop simulation platform for supervisory control of mineral grinding process
Dai W(代伟); Zhou P(周平); Zhao DY(赵大勇); Lu, Shaowen; Chai TY(柴天佑)
作者部门信息服务与智能控制技术研究室
发表期刊Powder Technology
ISSN0032-5910
2016
卷号288页码:422-434
收录类别SCI ; EI
EI收录号20154801607402
WOS记录号WOS:000367861200046
产权排序3
摘要Supervisory control technology is widely used to improve product quality in mineral grinding process (MGP). To ensure safety, new supervisory control method needs to be fully tested before practical application. However, conducting tests in a running process is costly and may put the process equipment in danger, which necessitates extensive simulations to ensure the stability and performance of supervisory controllers. Comparing with the field based test, the numerical simulation is more economic and safer. However, numerical simulations cannot capture all aspects of controlled object, such as sensors, actuators, process, control systems themselves and signal transmissions, which are important to evaluate the control performances. To solve this problem, this paper presents a novel hardware-in-the-loop simulation (HILS) platform for the supervisory control of MGP. By integrating a supervisory control system, a basic loop control system, a virtual actuator and sensor system, and a virtual plant system in to a coherent whole, the HILS platform provides a full-scope simulation environment for the supervisory control. The supervisory control system and the basic loop control system adopt real control systems. The detailed process dynamics are modeled and visualized by the virtual plant system. Further, as an interface between the physical controllers and virtual plant, the virtual actuator and sensor system is used to realize the signal conversion and to simulate the dynamics and faults of the actuators and sensors using data acquisition (DAQ) hardware and configuration software. Effectiveness of platform is demonstrated with a case study, where an intelligent supervisory control method for a typical one stage MGP is tested.
语种英语
WOS标题词Science & Technology ; Technology
WOS类目Engineering, Chemical
关键词[WOS]MODEL-PREDICTIVE CONTROL ; DYNAMIC SIMULATION ; CONTROL-SYSTEMS ; CIRCUIT
WOS研究方向Engineering
引用统计
文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/17306
专题信息服务与智能控制技术研究室
通讯作者Dai W(代伟)
作者单位1.School of Information and Electrical Engineering, China University of Mining and Technology, Xuzhou, China
2.State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Shenyang, China
3.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
推荐引用方式
GB/T 7714
Dai W,Zhou P,Zhao DY,et al. Hardware-in-the-loop simulation platform for supervisory control of mineral grinding process[J]. Powder Technology,2016,288:422-434.
APA Dai W,Zhou P,Zhao DY,Lu, Shaowen,&Chai TY.(2016).Hardware-in-the-loop simulation platform for supervisory control of mineral grinding process.Powder Technology,288,422-434.
MLA Dai W,et al."Hardware-in-the-loop simulation platform for supervisory control of mineral grinding process".Powder Technology 288(2016):422-434.
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