Research on Water-Fertilizer Integrated Technology Based On Neural Network Prediction and Fuzzy Control

2nd International Symposium on Resource Exploration and Environmental Science

生态环境科学

Sun, Fengshen^1 ; Ma, Weishun^1 ; Li, Heju^1 ; Wang, Songhong^1

Laiwu Vocational and Technical College, Laiwu

271100, China^1

关键词: Application effect;    Development history;    Dynamic management;    Integrated technologies;    Irrigation amounts;    Irrigation efficiency;    Irrigation equipment;    Neural network predictions;   

Others  :  https://iopscience.iop.org/article/10.1088/1755-1315/170/3/032168/pdf
DOI  :  10.1088/1755-1315/170/3/032168

学科分类：环境科学（综合）

来源: IOP

【 摘 要 】

Water-fertilizer integrated technology based on neural network prediction control and fuzzy control combines fertilization with irrigation precisely. Water- soluble solid or liquid fertilizers are mixed together by irrigation equipment, which can be precisely transported to crop roots and greatly improved fertilization and irrigation efficiency. Through the neural network prediction control and fuzzy control, the dynamic management control system of time-varying nonlinear models can be set up to achieve more accurate control. This paper will elaborate the definition of neural network prediction and fuzzy control, the development history and current statues of water-fertilizer integration, the control on irrigation amount, the control on fertilizer amount and the ratio of fertilizer solution, the control on mixed system of fertilizer solution, and the application effect of water-fertilizer integration under the neural network prediction and fuzzy control, to gradually explain how to carry out research on water-fertilizer integration based on neural network prediction and fuzzy control.