The Intelligent Control Strategy and Verification for Precise Water-fertilizer Irrigation System

Zhan Yubin, W. Zhengying, Zhang Lei, Jiang Weibing
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Abstract

Aim at the precision control problems of water and fertilizer concentration during agricultural fertilization and irrigation periods, designing a control technology that based on PID control technology, the application of conductivity value and pH value to develop precise water and fertilizer irrigation control system. The thesis also performed theoretical analysis and experiment of digital PID control of EC value, the results indicated that the PID control system has the advantages of high control precision, but the control performance is degradation when the fertilizer density changes greatly. The intelligent PID controller with EC value was designed by using open-loop step response, PID control technology and inaccurate-control technology. The test results show that it has PID parameter self-controlling ability, good control performance, the stable time within 3 minutes, precision degree is within ±0.15mS/cm, overshoot less than 15%. The improved intelligent PID controller control the pH value, through using open-loop step control and PID control, the test shows that the stability time within 3 minutes, the accuracy is within ± 0.15pH, overshoot less than 15%. Combine fuzzy PID with grey prediction, the grey prediction Fuzzy PID control of water and fertilizer concentration was developed, which has a fastest corresponding speed and better control stability. It owns a good control effective and have a better control quality Keywords—water-fertilizer irrigation, grey-fuzzy PID control, intelligent control strategy, precise irrigation, concentration detection
精准水肥灌溉系统的智能控制策略及验证
针对农业施肥灌溉期间水肥浓度的精确控制问题,设计了一种基于PID控制技术,应用电导率值和pH值开发水肥精确灌溉控制系统的控制技术。本文还对EC值的数字PID控制进行了理论分析和实验,结果表明PID控制系统具有控制精度高的优点,但当肥料密度变化较大时,控制性能会下降。采用开环阶跃响应、PID控制技术和不精确控制技术,设计了具有EC值的智能PID控制器。试验结果表明,该系统具有PID参数自控制能力,控制性能好,稳定时间在3分钟以内,精度在±0.15mS/cm以内,超调量小于15%。改进的智能PID控制器控制pH值,通过采用开环步进控制和PID控制,试验表明稳定时间在3分钟以内,精度在±0.15pH以内,超调量小于15%。将模糊PID与灰色预测相结合,开发了水肥浓度的灰色预测模糊PID控制,其相应速度快,控制稳定性好。关键词:水肥灌溉,灰色模糊PID控制,智能控制策略,精确灌溉,浓度检测
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