The invention provides a personnel scheduling method based on flight guarantee demand prediction and matching, and the method comprises the steps: carrying out the automatic scheduling of an airport ground service based on machine learning and operation planning optimization driving according to the business characteristics of different department posts of the airport ground service, including a scheduling period, a scheduling mode, a scheduling rule, the number of personnel and the like; according to the method, resource demand prediction is realized according to a flight plan, so that human demands are predicted and evaluated more accurately, scientific decisions are made, personnel scheduling schemes of three stages of long-term scheduling (season/month), weekly scheduling and next-day scheduling can be provided, shifts and post allocation are automatically optimized, the working efficiency and the resource utilization rate are improved, and the labor intensity of workers is reduced. And higher benefits and competitiveness are brought to airport ground service work.
本发明提供一种基于航班保障需求预测及匹配人员排班方法,所述方法根据机场地勤不同部门岗位的业务特点,包括排班周期、排班模式、排班规则以及人员数量等,基于机器学习与运筹优化驱动进行机场地勤的自动排班,实现根据航班计划实现资源需求预测,从而更准确地预测和评估人力需求,做出科学决策,所述方法可提供长期排班(季/月)、周排班以及次日排班三个阶段的人员排班方案,自动优化班次和岗位分配,提高工作效率和资源利用率,为机场地勤工作带来更高的效益和竞争力。
Flight guarantee demand prediction and matching personnel scheduling method
基于航班保障需求预测及匹配人员排班方法
2024-01-30
Patent
Electronic Resource
Chinese
IPC: | G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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