基于改进雪消融算法的塑料激光焊接系统压力控制
Pressure Control of Plastic Laser Welding System Based on Improved Snow Ablation Optimizer
摘要: 针对汽车灯具塑料激光焊接过程中压力控制系统存在的时滞及强扰动特性,导致压力控制精度低、建模困难等问题,提出一种融合改进雪消融算法、PID控制与Smith预估器的复合控制策略,为塑料激光焊接压力高精度控制提供了有效方案。
Abstract: This paper addresses the challenges of low control precision and difficult modeling in the pressure control system for plastic laser welding of automotive lamps, which are caused by time-delay and strong disturbances. A compound control strategy that integrates an improved Snow Ablation Optimizer, PID control, and a Smith predictor is proposed, offering an effective solution for high-precision pressure control in this process.
参考文献
|
[1]
|
周克良, 覃晴, 卢豆豆. 塑料激光焊接技术的研究动态和发展趋势[J]. 工程塑料应用, 2022, 50(6): 177-182.
|
|
[2]
|
曲兆展, 蔡令波, 谢良越, 等. 激光透射焊接异种塑料的实验研究[J]. 工程塑料应用, 2022, 50(2): 91-95.
|
|
[3]
|
方涛, 于捷. 透明FEP塑料激光焊接工艺研究[J]. 塑料科技, 2019, 47(11): 79-81.
|
|
[4]
|
李姣. PMMA/ABS热塑性塑料激光透射焊接机理和工艺的研究[D]: [硕士学位论文]. 上海: 上海交通大学, 2008.
|
|
[5]
|
Long, Q., Qiao, H.Y., Yu, X.D., et al. (2022) Modeling and Experiments of the Thermal Degradation Behavior of PMMA during Laser Transmission Welding Process. International Journal of Heat and Mass Transfer, 194, Article 123086. [Google Scholar] [CrossRef]
|
|
[6]
|
王霄, 杨昆, 张惠中, 刘会霞. 两种不同热塑性塑料之间的激光透射焊接试验[J]. 焊接学报, 2009, 30(5): 97-100+118.
|
|
[7]
|
刘宁, 柴天佑. PID控制器参数的优化整定方法[J]. 自动化学报, 2023, 49(11): 2272-2285.
|
|
[8]
|
杨云飞. 基于PLC的自适应模糊-PID压力控制系统[J]. 微计算机信息, 2007(25): 89-90.
|
|
[9]
|
Deng, L.Y. and Liu, S.Y. (2023) Snow Ablation Optimizer: A Novel Metaheuristic Technique for Numerical Optimization and Engineering Design. Expert Systems with Applications, 225, Article 120069. [Google Scholar] [CrossRef]
|