The fuzzy control of electrohydrodynamic direct writing
The electrohydrodynamic direct-writing (EDW) technology has been widely used in the integration of micro-/nano-systems. However, the complex model is a critical obstacle for the uniformity and controllability of the EDW fiber. It is difficult to gain an appropriate control strategy for position accu...
| Main Authors: | , , , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
AIP Publishing LLC
2022-11-01
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| Series: | AIP Advances |
| Online Access: | http://dx.doi.org/10.1063/5.0096083 |
| _version_ | 1797947388017508352 |
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| author | Guoyi Kang Huatan Chen Jiaxin Jiang Jianyi Zheng Xiang Wang Wenwang Li Xiang Cheng Zheng Fang Gaofeng Zheng |
| author_facet | Guoyi Kang Huatan Chen Jiaxin Jiang Jianyi Zheng Xiang Wang Wenwang Li Xiang Cheng Zheng Fang Gaofeng Zheng |
| author_sort | Guoyi Kang |
| collection | DOAJ |
| description | The electrohydrodynamic direct-writing (EDW) technology has been widely used in the integration of micro-/nano-systems. However, the complex model is a critical obstacle for the uniformity and controllability of the EDW fiber. It is difficult to gain an appropriate control strategy for position accuracy and the industrial application of EDW technology. Fuzzy control has a significant effect on objects in which the mathematical models are complex and the dynamic characteristics are difficult to capture. In this paper, the integrated fuzzy control method based on the jet mode and the electrospinning current was designed for the EDW system, and four groups of experiments were set up in different control schemes: the open-loop control, the current control, the jet mode control, and the integrated control. With the integrated control, the volatility percentage of the fiber spacing decreased from 23% to 9.7%, and the volatility percentage of the electrospinning current decreased from 35% to 14%. The fuzzy control shows dramatic effects on the uniformity and the deposition precision of the EDW fibers, which will extend the fields of application of EDW. |
| first_indexed | 2024-04-10T21:26:58Z |
| format | Article |
| id | doaj.art-4799f0e8a59f40efa2e485e3ee72054d |
| institution | Directory Open Access Journal |
| issn | 2158-3226 |
| language | English |
| last_indexed | 2024-04-10T21:26:58Z |
| publishDate | 2022-11-01 |
| publisher | AIP Publishing LLC |
| record_format | Article |
| series | AIP Advances |
| spelling | doaj.art-4799f0e8a59f40efa2e485e3ee72054d2023-01-19T16:29:03ZengAIP Publishing LLCAIP Advances2158-32262022-11-011211115210115210-710.1063/5.0096083The fuzzy control of electrohydrodynamic direct writingGuoyi Kang0Huatan Chen1Jiaxin Jiang2Jianyi Zheng3Xiang Wang4Wenwang Li5Xiang Cheng6Zheng Fang7Gaofeng Zheng8Department of Instrumental and Electrical Engineering, Xiamen University, Xiamen 361102, ChinaDepartment of Instrumental and Electrical Engineering, Xiamen University, Xiamen 361102, ChinaSchool of Mechanical and Automotive Engineering, Xiamen University of Technology, Xiamen 361024, ChinaDepartment of Instrumental and Electrical Engineering, Xiamen University, Xiamen 361102, ChinaSchool of Mechanical and Automotive Engineering, Xiamen University of Technology, Xiamen 361024, ChinaSchool of Mechanical and Automotive Engineering, Xiamen University of Technology, Xiamen 361024, ChinaDepartment of Instrumental and Electrical Engineering, Xiamen University, Xiamen 361102, ChinaDepartment of Instrumental and Electrical Engineering, Xiamen University, Xiamen 361102, ChinaDepartment of Instrumental and Electrical Engineering, Xiamen University, Xiamen 361102, ChinaThe electrohydrodynamic direct-writing (EDW) technology has been widely used in the integration of micro-/nano-systems. However, the complex model is a critical obstacle for the uniformity and controllability of the EDW fiber. It is difficult to gain an appropriate control strategy for position accuracy and the industrial application of EDW technology. Fuzzy control has a significant effect on objects in which the mathematical models are complex and the dynamic characteristics are difficult to capture. In this paper, the integrated fuzzy control method based on the jet mode and the electrospinning current was designed for the EDW system, and four groups of experiments were set up in different control schemes: the open-loop control, the current control, the jet mode control, and the integrated control. With the integrated control, the volatility percentage of the fiber spacing decreased from 23% to 9.7%, and the volatility percentage of the electrospinning current decreased from 35% to 14%. The fuzzy control shows dramatic effects on the uniformity and the deposition precision of the EDW fibers, which will extend the fields of application of EDW.http://dx.doi.org/10.1063/5.0096083 |
| spellingShingle | Guoyi Kang Huatan Chen Jiaxin Jiang Jianyi Zheng Xiang Wang Wenwang Li Xiang Cheng Zheng Fang Gaofeng Zheng The fuzzy control of electrohydrodynamic direct writing AIP Advances |
| title | The fuzzy control of electrohydrodynamic direct writing |
| title_full | The fuzzy control of electrohydrodynamic direct writing |
| title_fullStr | The fuzzy control of electrohydrodynamic direct writing |
| title_full_unstemmed | The fuzzy control of electrohydrodynamic direct writing |
| title_short | The fuzzy control of electrohydrodynamic direct writing |
| title_sort | fuzzy control of electrohydrodynamic direct writing |
| url | http://dx.doi.org/10.1063/5.0096083 |
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