Plant cultivation method based on intelligent data collection and the cloud service technology

The invention discloses a plant cultivation method based on intelligent data collection and cloud service technology. The method comprises: S1, collecting plant growth indicators, the watering amount,the fertilization amount and the fertilization type, forming an influence factor matrix X, and uploa...

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Hauptverfasser: ZHANG ZHILIANG, LI TAIFU, GUAN XUEZI, QIAO YUDING, YIN DIE, XIANG MINGGANG, ZHOU WEI, LI JIAQING, DUAN TANGSHAO
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses a plant cultivation method based on intelligent data collection and cloud service technology. The method comprises: S1, collecting plant growth indicators, the watering amount,the fertilization amount and the fertilization type, forming an influence factor matrix X, and uploading to the cloud server, wherein the decision variables are the watering amount, the fertilizationamount and the fertilization type; S2, determining plant health indexes, forming an indicator matrix Y, performing training and testing by an Elman neural network, and establishing a plant cultivation model; S3, optimizing the plant cultivation model by using the MOPSO algorithm to obtain a set of optimal solutions for each decision variable and plant health indexes corresponding to the optimal solutions; and S4, predicting the real-time data by using the model in the S3 to obtain a recommended decision X, sending the X to a user terminal, displaying the recommended optimal watering amount, fertilizing amount an