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An Automatic Plant Irrigation System Based on Fuzzy Control

机译:基于模糊控制的自动厂灌溉系统

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An automatic watering controller with AT89S52 single-chip microcomputer was developed. According to the moisture condition detected by soil moisture sensor, the system could control the watering quantity by using fuzzy control rules to limit opening and closing time of electromagnetic valve of the irrigation system. Mamdani inference algorithm was employed as fuzzy control model for this closed-loop control system. Soil moisture sensor was put into the substrate for roots growth to obtain moisture information and used as the input. By comparing the water needed for plant growth, water demand and the electromagnetic valve opening and closing time was determined by the single-chip microcomputer program. Centroid method of defuzzification was used to determine the quantitative level of watering quantity. This fuzzy controller was designed by MATLAB fuzzy logic toolbox. The control system was simulated by Simulink. Simulation results show that this control method has good stability.
机译:采用AT89S52单片机的自动浇水控制器进行了开发。根据土壤湿度传感器检测到的水分状况,系统可以使用模糊控制规则控制浇水量,限制灌溉系统的电磁阀的打开和关闭时间。 Mamdani推理算法用于该闭环控制系统的模糊控制模型。将土壤湿度传感器放入基材中以获得含量以获得水分信息并用作输入。通过比较植物生长所需的水,通过单片机程序确定水需求和电磁阀打开和关闭时间。用于测量的质心方法用于确定浇水量的定量水平。该模糊控制器由Matlab模糊逻辑工具箱设计。通过Simulink模拟控制系统。仿真结果表明,该控制方法具有良好的稳定性。

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