The invention discloses a vehicle network interactive scheduling method and system based on dynamic partitioning, and relates to the technical field of vehicle network interaction.The method comprises the steps that electric vehicle demand data is collected, a vehicle network interactive platform is constructed, the weight of the electric vehicle demand data and historical data is dynamically adjusted based on a long-short-term memory network, and electric vehicle prediction data is obtained; based on the electric vehicle demand data and the electric vehicle prediction data, dividing the whole service area into a plurality of intervals by adopting a dynamic partitioning algorithm, setting boundary adjustment rules of the intervals, and when a specific condition is monitored, dynamically adjusting boundaries of the intervals; and dynamically adjusting a scheduling strategy based on the electric vehicle demand data and the electric vehicle prediction data in the interval, and formulating a priority scheduling strategy for the user by combining real-time traffic flow data according to the electric vehicle charging demand and the emergency degree of the user. According to the invention, the complexity in traffic operation and the diversity of electric vehicle user demands can be effectively dealt with, and the efficiency and reliability of vehicle network interaction are improved.

    本发明公开了一种基于动态分区的车网互动调度方法及系统,涉及车网互动技术领域,采集电动汽车需求数据,构建车网互动平台,基于长短期记忆网络动态调整电动汽车需求数据与历史数据的权重,得到电动汽车预测数据;基于电动汽车需求数据和电动汽车预测数据,采用动态分区算法将整个服务区域划分为多个区间,设定区间的边界调整规则,当监测到特定条件时,动态调整区间的边界;基于区间内的电动汽车需求数据和电动汽车预测数据,动态调整调度策略,根据电动汽车充电需求和用户的紧急程度,结合实时交通流量数据为用户制定优先级调度策略。本发明能够有效应对交通运行中的复杂性和电动汽车用户需求的多样性,提高车网互动的效率和可靠性。


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    Titel :

    Vehicle network interactive scheduling method and system based on dynamic partition


    Weitere Titelangaben:

    一种基于动态分区的车网互动调度方法及系统


    Beteiligte:
    LU WEI (Autor:in) / HE YUWEI (Autor:in) / XU KUN (Autor:in) / CAI YIBIN (Autor:in) / XU HAO (Autor:in) / CAI MINGYAN (Autor:in)

    Erscheinungsdatum :

    14.02.2025


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    IPC:    H02J CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER , Schaltungsanordnungen oder Systeme für die Abgabe oder Verteilung elektrischer Leistung / B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / 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



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