Dredging operation leakage rate prediction method and device, electronic equipment and medium

• Main Authors: HE HAITAO, ZHANG HONGSHENG, QIN HAIYANG, HU HAIAN, PANG JINGDUN, WU YI, MIAO YUANQUAN, HUANG ZONGRUI, WEI WEI
• Format: Patent
• Language: Chinese; English
• Published: 07.07.2023
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS

The invention discloses a dredging operation leakage rate prediction method and device, electronic equipment and a medium, and the method comprises the steps: obtaining historical dredging operation data, preprocessing the historical dredging operation data to obtain a dredging operation data set, and the dredging operation data set comprises the working condition parameter data and the leakage rate of a dredger; creating an initial leakage rate prediction neural network model, and performing iterative training by taking the working condition parameter data as input and the leakage rate as output to obtain a completely trained leakage rate prediction neural network model; and acquiring real-time working condition parameter data of the dredger, and inputting the real-time working condition parameter data into the completely trained leakage rate prediction neural network model to obtain a leakage rate prediction value of dredging operation. According to the method, the neural network model with a high fitting d