Pengcheng Gao , Kun Ren , Tao Luo , Chentao Ke , Heyang Geng , Yan Sun , Jiabo Cheng
{"title":"A novel valve coil current-based droplet mass control method: Proportional valves for liquid injection process","authors":"Pengcheng Gao , Kun Ren , Tao Luo , Chentao Ke , Heyang Geng , Yan Sun , Jiabo Cheng","doi":"10.1016/j.measurement.2025.118168","DOIUrl":null,"url":null,"abstract":"<div><div>In order to enhance the accuracy of liquid injection, a novel droplet mass control method is proposed in this paper. First, the working principle of a proportional valve is analyzed, and a current-displacement model is established based on Newton’s second law. Next, by taking into account the key parameters such as maximum working frequency and flow rate coefficient, the relationship between the mass of a droplet and the displacement of the valve piston is built. Then, using computational fluid dynamics (CFD) simulation, the method for determining the flow rate coefficient is denoted under the conditions of different displacements. Subsequently, by using rational cubic Bézier curves, the nonlinear relationship between the coil current and the mass of a droplet is established. Finally, a fuzzy PID control algorithm is employed to achieve rapid positioning of the valve piston, ensuring a stable output of the droplet mass. The experimental results indicate that the proposed method can control the final liquid injection error is within 0.4 mg, ensuring high precision in liquid injection.</div></div>","PeriodicalId":18349,"journal":{"name":"Measurement","volume":"256 ","pages":"Article 118168"},"PeriodicalIF":5.2000,"publicationDate":"2025-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Measurement","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0263224125015271","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
Abstract
In order to enhance the accuracy of liquid injection, a novel droplet mass control method is proposed in this paper. First, the working principle of a proportional valve is analyzed, and a current-displacement model is established based on Newton’s second law. Next, by taking into account the key parameters such as maximum working frequency and flow rate coefficient, the relationship between the mass of a droplet and the displacement of the valve piston is built. Then, using computational fluid dynamics (CFD) simulation, the method for determining the flow rate coefficient is denoted under the conditions of different displacements. Subsequently, by using rational cubic Bézier curves, the nonlinear relationship between the coil current and the mass of a droplet is established. Finally, a fuzzy PID control algorithm is employed to achieve rapid positioning of the valve piston, ensuring a stable output of the droplet mass. The experimental results indicate that the proposed method can control the final liquid injection error is within 0.4 mg, ensuring high precision in liquid injection.
期刊介绍:
Contributions are invited on novel achievements in all fields of measurement and instrumentation science and technology. Authors are encouraged to submit novel material, whose ultimate goal is an advancement in the state of the art of: measurement and metrology fundamentals, sensors, measurement instruments, measurement and estimation techniques, measurement data processing and fusion algorithms, evaluation procedures and methodologies for plants and industrial processes, performance analysis of systems, processes and algorithms, mathematical models for measurement-oriented purposes, distributed measurement systems in a connected world.