Servo System Control of Turntable Lipstick-Filling Machine Based on Particle Swarm Optimization
In order to improve the production quality of the lipstick-filling machines and the performance of the equipment, the structure of a turntable lipstick-filling machine was designed and the servo control was optimized, considering the known production defects. First, based on the lipstick-filling pro...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Wiley
2022-01-01
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| Series: | Advances in Materials Science and Engineering |
| Online Access: | http://dx.doi.org/10.1155/2022/8968510 |
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| author | Xiangqiang Zhong Wenbo Tao Lingling Zou Huaian Yang Shunyu Yao |
| author_facet | Xiangqiang Zhong Wenbo Tao Lingling Zou Huaian Yang Shunyu Yao |
| author_sort | Xiangqiang Zhong |
| collection | DOAJ |
| description | In order to improve the production quality of the lipstick-filling machines and the performance of the equipment, the structure of a turntable lipstick-filling machine was designed and the servo control was optimized, considering the known production defects. First, based on the lipstick-filling process, the structure of the turntable lipstick-filling machine was designed. Regarding the bubble problem in lipstick filling, an elastic connecting rod vibration device was designed. Based on the principle of PMSM and a position servo system, a mathematical model of the lipstick-filling servo system was established, the system transfer function was calculated and its dynamic performance was analyzed. Combined with the transfer function, the lipstick-filling servo system PID control and particle swarm optimization PID control simulation models were built. The system adjustment time ts was 0.7 s under particle swarm optimization. Finally, a prototype was built to verify the simulation optimization results. The experimental results demonstrate that the qualified rate of lipstick filling, under the particle swarm optimization PID control implementation, is 97%, indicating that the particle swarm algorithm is quite applicable and has an economic impact by improving the accuracy and stability of the lipstick-filling servo system. |
| format | Article |
| id | doaj-art-bba52e7076d447e58a85167a4a98edb3 |
| institution | DOAJ |
| issn | 1687-8442 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Advances in Materials Science and Engineering |
| spelling | doaj-art-bba52e7076d447e58a85167a4a98edb32025-08-20T03:22:54ZengWileyAdvances in Materials Science and Engineering1687-84422022-01-01202210.1155/2022/8968510Servo System Control of Turntable Lipstick-Filling Machine Based on Particle Swarm OptimizationXiangqiang Zhong0Wenbo Tao1Lingling Zou2Huaian Yang3Shunyu Yao4School of Mechanical EngineeringSchool of Mechanical EngineeringSchool of Mechanical EngineeringSchool of Mechanical EngineeringSchool of Mechanical EngineeringIn order to improve the production quality of the lipstick-filling machines and the performance of the equipment, the structure of a turntable lipstick-filling machine was designed and the servo control was optimized, considering the known production defects. First, based on the lipstick-filling process, the structure of the turntable lipstick-filling machine was designed. Regarding the bubble problem in lipstick filling, an elastic connecting rod vibration device was designed. Based on the principle of PMSM and a position servo system, a mathematical model of the lipstick-filling servo system was established, the system transfer function was calculated and its dynamic performance was analyzed. Combined with the transfer function, the lipstick-filling servo system PID control and particle swarm optimization PID control simulation models were built. The system adjustment time ts was 0.7 s under particle swarm optimization. Finally, a prototype was built to verify the simulation optimization results. The experimental results demonstrate that the qualified rate of lipstick filling, under the particle swarm optimization PID control implementation, is 97%, indicating that the particle swarm algorithm is quite applicable and has an economic impact by improving the accuracy and stability of the lipstick-filling servo system.http://dx.doi.org/10.1155/2022/8968510 |
| spellingShingle | Xiangqiang Zhong Wenbo Tao Lingling Zou Huaian Yang Shunyu Yao Servo System Control of Turntable Lipstick-Filling Machine Based on Particle Swarm Optimization Advances in Materials Science and Engineering |
| title | Servo System Control of Turntable Lipstick-Filling Machine Based on Particle Swarm Optimization |
| title_full | Servo System Control of Turntable Lipstick-Filling Machine Based on Particle Swarm Optimization |
| title_fullStr | Servo System Control of Turntable Lipstick-Filling Machine Based on Particle Swarm Optimization |
| title_full_unstemmed | Servo System Control of Turntable Lipstick-Filling Machine Based on Particle Swarm Optimization |
| title_short | Servo System Control of Turntable Lipstick-Filling Machine Based on Particle Swarm Optimization |
| title_sort | servo system control of turntable lipstick filling machine based on particle swarm optimization |
| url | http://dx.doi.org/10.1155/2022/8968510 |
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