中文摘要：

针对回流焊自动生产过程中带速波动问题，提出基于改进的APC策略消除噪声影响的优化方案．在生产过程中对输出参数进行监测，当特征值超出规定值时，启动APC策略对初始设置参数进行调整，优化过程采用BPNN—GA技术实现．定义特征值的田口质量损失函数，以田口过程能力指数对优化效果进行评估．测试结果显示，相对于传统的APC策略，所建立的改进方案保证了过程稳定，降低了调整频率，提高了优化速度．

英文摘要：

To reduce the speed fluctuations in the reflow soldering process, an optimization scheme based on the improved automatic process control （APC） was proposed. The output characteristics were monitored during the production process. When the characteristic value exceeded the predetermined value, APC policy was started to adjust the initial setting parameters and BP neural network-genetic algorithm technology was used to achieve the optimization process. The Taguchi mass loss function of the product was defined and the Taguchi process capability index was calculated for evaluation. The test results showed that, compared with traditional APC scheme, the improved scheme ensures the process stability, decreases the adjust frequency and improves the optimization speed.