دورية أكاديمية

Servo System Control of Turntable Lipstick-Filling Machine Based on Particle Swarm Optimization

التفاصيل البيبلوغرافية
العنوان: Servo System Control of Turntable Lipstick-Filling Machine Based on Particle Swarm Optimization
المؤلفون: Xiangqiang Zhong, Wenbo Tao, Lingling Zou, Huaian Yang, Shunyu Yao
المصدر: Advances in Materials Science and Engineering, Vol 2022 (2022)
بيانات النشر: Wiley, 2022.
سنة النشر: 2022
المجموعة: LCC:Materials of engineering and construction. Mechanics of materials
مصطلحات موضوعية: Materials of engineering and construction. Mechanics of materials, TA401-492
الوصف: 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.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 1687-8442
Relation: https://doaj.org/toc/1687-8442
DOI: 10.1155/2022/8968510
URL الوصول: https://doaj.org/article/bba52e7076d447e58a85167a4a98edb3
رقم الأكسشن: edsdoj.bba52e7076d447e58a85167a4a98edb3
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:16878442
DOI:10.1155/2022/8968510