The invention discloses a curb parking space occupation data generation method and device and electronic equipment, and belongs to the technical field of big data analysis, and the method comprises the steps: carrying out the classification of a parking space occupation data set according to a time sequence, and determining the cluster number and corresponding multi-cluster parking space occupation feature data; constructing a data generation model, wherein the data generation model comprises a plurality of parking space occupation data generation sub-models of which the number is equal to that of the clusters; obtaining a to-be-processed time sequence of the to-be-processed road, and determining a cluster ordinal number of the to-be-processed road according to the to-be-processed time sequence; generating parking space occupation data of the to-be-processed road based on a completely trained target parking space occupation data generation sub-model corresponding to the cluster ordinal number of the to-be-processed road; the method comprises the following steps: classifying a berth occupation data set according to time features to obtain multi-cluster berth occupation feature data and a corresponding cluster number; a parking space occupation data generation sub-model of each cluster of data is constructed to carry out feature analysis, and parking space occupation data of a new on-road parking road section is changed from nothing to existence.
本发明公开了一种路内停车泊位占用数据生成方法、装置及电子设备,属于大数据分析技术领域,其方法包括:按时间序列对泊位占用数据集进行分类,确定簇数及对应的多簇泊位占用特征数据;构建数据生成模型,数据生成模型包括与簇数的数目相等的多个泊位占用数据生成子模型;获取待处理道路的待处理时间序列,并根据待处理时间序列确定待处理道路簇序数;基于待处理道路簇序数对应的训练完备的目标泊位占用数据生成子模型生成待处理道路的泊位占用数据;通过对泊位占用数据集按照时间特征进行归类,得到多簇泊位占用特征数据及对应的簇数;通过构建每簇数据的泊位占用数据生成子模型进行特征解析,实现了新的路内停车路段的泊位占用数据从无到有。
On-road parking space occupation data generation method and device and electronic equipment
路内停车泊位占用数据生成方法、装置及电子设备
08.04.2025
Patent
Elektronische Ressource
Chinesisch
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