Shared bicycle supply decision early warning method and system

• Main Authors: CHEN MIAN, CHEN LONG, ZHU XINGYI, MENG SUJING, ZHANG HAO, ZHANG LINHUI, HE JIXU, WEN XIN
• Format: Patent
• Language: Chinese; English
• Published: 30.03.2021
• Subjects: CALCULATING; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; PHYSICS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

The invention relates to a shared bicycle supply decision early warning method and system. The method comprises the following steps: obtaining feature data of shared bicycle user demand behaviors in amanagement area; dividing the management area into a plurality of shared bicycle unit management areas according to the feature data; obtaining shared bicycle use data at the moment t1 in each unit management area, and extracting a predicted independent variable x; inputting an independent variable x is into the prediction model for prediction, and obtaining the predicted parking space occupancyy of the shared bicycles in each unit management area at the moment t through prediction; and judging whether the predicted parking space occupancy of the shared bicycles in each unit management areaexceeds a set decision threshold or not, and if so, sending an early warning signal to a scheduling platform. Compared with the prior art, the shared bicycle unit management area division is carried out, and the unit management