Intelligent road dust accumulation load monitoring method and monitoring device

• Main Authors: SUN JINJIN, SHEN QI, YANG ZHENYA, YAO YUKUN, DAI YAYA, CHEN FENG, QIAO YUEZHEN
• Format: Patent
• Language: Chinese; English
• Published: 27.06.2023
• Subjects: CALCULATING; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; ELECTRIC DIGITAL DATA PROCESSING; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL; PHYSICS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

The invention belongs to the technical field of environment monitoring, and provides an intelligent road dust accumulation load monitoring method and monitoring device. The method comprises the following steps: acquiring typical environment data in a plurality of typical scenes and historical dust accumulation loads corresponding to the typical environment data to construct a training sample; performing iterative training on the initial monitoring model based on the training sample until a difference value between an output dust accumulation load and a historical dust accumulation load in a corresponding typical scene is smaller than a preset threshold value, and further obtaining a target monitoring model; acquiring actual environment data and inputting the actual environment data into the target monitoring model to acquire a current actual dust accumulation load; and when it is judged that the actual dust accumulation load is larger than a dust accumulation load threshold value, early warning information is