自动化产线的动态仿真优化与实时映射技术研究
Research on Dynamic Simulation Optimization and Real Time Mapping Technology for Automated Production Lines
聂文雪 1陈超 1董小旭 1杨化林1
作者信息
- 1. 青岛科技大学机电工程学院,山东青岛 266061
- 折叠
摘要
动态仿真优化与实时映射技术在制造业中日益受到重视,因其能提高生产线的设计精度、运行效率和适应性,是实现高效、智能化生产的关键技术,但该技术在应用中还缺乏一定的通用性.深入介绍自动化产线的构成以及运作过程,并提出一种通用化孪生模型构建方法.该方法可以在虚拟环境中精确模拟实际生产过程,进而对产线中可能发生的生产异常进行深入分析和有效优化.此外,展示了虚拟调试技术的实际应用,包括通信连接测试、人机交互测试和程序调试测试.最后,设计并实施一种虚实产线实时映射方案,通过实验验证了虚拟与实体产线的同步性.这不仅增强了生产线的适应能力和故障预防机制,也为未来制造业智能化转型提供了有力的技术支撑.
Abstract
Dynamic simulation optimization and real time mapping technology are increasingly valued in the manufacturing indus-try,because they can improve the design accuracy,operational efficiency and adaptability of production lines,and are the key technolo-gies for achieving efficient and intelligent production.But this technology still lacks a certain degree of universality in application.The composition and operation process of automated production lines were introduced in detail,and a universal twin model construction method was proposed.The actual production process was simulated by this method in a virtual environment,and possible production anomalies in the production line were analyzed and optimized effectively.In addition,the practical application of virtual debugging tech-nology was demonstrated,including communication connection testing,human-computer interaction testing,and program debugging tes-ting.Finally,a real time mapping scheme for virtual and physical production lines was designed and implemented,and the synchroniza-tion between virtual and physical production lines was verified by experiments.This not only enhances the adaptability and fault preven-tion mechanism of the production line,but also provides strong technical support for the intelligent transformation of the future manufac-turing industry.
关键词
自动化产线/虚拟模型/仿真优化/虚拟调试/实时映射Key words
automated production line/virtual model/simulation optimization/virtual debugging/real time mapping引用本文复制引用
出版年
2024
NETL
NSTL
万方数据