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A humidity control system based on TH-decoupling and PID self-tuning fuzzy algorithm

机译:基于T&H解耦和PID自整定模糊算法的湿度控制系统

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Among the many environmental factors that affect cultural relics protection, humidity is the most important factor, and there are different humidity requirements for different materials. In order to preserve the artifacts in the museum, a small, accurate and stable humidity control system based on the fuzzy PID algorithm is designed and implemented. The system is divided into the host computer monitoring, humidity control equipment, field instrumentation and control algorithm four parts. The host computer uses the common PC, and uses C # to monitor the software programming; humidity control equipment uses the ARM Cortex ™-M3 kernel STM32F103ZET6 and its expansion module with the man-machine interaction module to carry on the operation; Field instrument mainly by the DS18B20 temperature sensor, SHT15 digital temperature and humidity sensors, fans, TEC cooling film composition. The temperature and humidity decoupling algorithm and the fuzzy PID self - tuning humidity control algorithm based on fuzzy control and PID control are designed. On the basis of the PID control, by calculating an error E and error change rate EC of the current system, the fuzzy inference using the fuzzy rules, fuzzy matrix table query self-tuning PID parameters to achieve precise control system. The results show that the system reduces the overshoot by 4.55% compared with the conventional PID control, and reduces the system adjustment time by 40.5%, which greatly improves the control effect.
机译:在影响文物保护的众多环境因素中,湿度是最重要的因素,不同材料对湿度的要求也不同。为了保护博物馆内的文物,设计并实现了一种基于模糊PID算法的小型,准确,稳定的湿度控制系统。该系统分为上位机监控,湿度控制设备,现场仪表和控制算法四部分。主机使用普通PC,并使用C#监视软件编程。湿度控制设备使用ARM Cortex™-M3内核STM32F103ZET6及其扩展模块与人机交互模块进行操作;现场仪表主要由DS18B20温度传感器,SHT15数字温湿度传感器,风扇,TEC冷却膜组成。设计了温湿度解耦算法和基于模糊控制和PID控制的模糊PID自整定湿度控制算法。在PID控制的基础上,通过计算当前系统的误差E和误差变化率EC,利用模糊规则,模糊矩阵表查询自整定PID参数进行模糊推理,从而实现精确的控制系统。结果表明,与传统的PID控制相比,该系统将过冲量减少了4.55%,并且将系统调整时间减少了40.5%,从而大大提高了控制效果。

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