一种隔热玻璃镀膜参数粒子群优化设计方法

By using the particle swarm optimization design method for heat-insulating glass coating parameters, the problem of relying on manual experience and single-dimensional optimization in existing technologies has been solved. This method achieves global collaborative optimization and stability improvement of coating process parameters, thereby improving production efficiency and product performance consistency.

CN121859754BActive Publication Date: 2026-07-17CHINA WEST NORMAL UNIVERSITY +1

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
CHINA WEST NORMAL UNIVERSITY
Filing Date
2026-03-17
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

The design of existing heat-insulating glass coating process parameters relies on manual experience and lacks standardized data support, making it difficult to achieve global collaborative optimization of multiple process parameters. This results in low production efficiency, unstable product performance, and existing optimization methods cannot quickly output a combination of process parameters with good adaptability.

Method used

The particle swarm optimization design method for heat-insulating glass coating parameters is adopted. Through the construction of a standardized database of all elements, iterative optimization of particle swarm algorithm, and simulation verification and correction, a multi-objective optimization system is constructed to realize the global optimization and verification of coating process parameters and output a feasible combination of process parameters.

Benefits of technology

It improves the standardization of coating process parameter design, takes into account the synergistic optimization of film performance, production efficiency and energy consumption, improves the stability and efficiency of coating production, and shortens the process debugging cycle.

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Abstract

本发明公开了一种隔热玻璃镀膜参数粒子群优化设计方法,属于玻璃镀膜工艺优化技术领域。本发明采集隔热玻璃镀膜相关的全流程基础数据并完成标准化预处理,搭建隔热玻璃镀膜全要素标准化数据库;选取镀膜工艺可控参数构建多目标优化总目标函数,结合工况边界数据设定优化过程的约束条件;基于数据库完成粒子群算法种群初始化,经迭代寻优输出全局最优镀膜工艺参数组合;通过仿真与试验验证完成参数修正,输出最终可落地的镀膜工艺参数。本发明可摆脱人工经验对工艺设计的过度依赖,实现镀膜多工艺参数的全局协同优化,提升镀膜工艺设计的标准化程度,改善镀膜产品性能的一致性与量产适配性。
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