The invention discloses an electric vehicle charging and discharging optimization scheduling method, and relates to the technical field of electric vehicle charging and discharging, and the method comprises the following steps: firstly, based on historical data analysis, setting the monitoring frequency of a harmonic detection device, and deploying the monitoring frequency at a key node of electric vehicle charging and discharging equipment for data collection; according to the invention, based on a machine learning model of historical data, harmonic dynamic change is intelligently evaluated, a dynamic harmonic change coefficient is generated, and normal and dynamic change harmonics are accurately divided. The monitoring frequency of dynamic harmonic waves is improved, abnormity is rapidly captured, and risks are controlled; normal harmonic waves are monitored according to the preset frequency, and resource consumption is reduced. The method optimizes the monitoring resource configuration, guarantees the stability of the power grid, reduces the equipment loss, improves the efficiency, and reduces the cost.
本发明公开了一种电动汽车充放电优化调度方法,涉及电动汽车充放电技术领域,包括以下步骤:首先,基于历史数据分析,设定谐波检测装置的监测频率,并部署在电动汽车充放电设备的关键节点进行数据采集。本发明基于历史数据的机器学习模型,智能评估谐波动态变化,生成动态谐波变化系数,精准划分正常与动态变化谐波。对动态谐波提高监测频率,快速捕获异常并控制风险;对正常谐波按预设频率监测,降低资源消耗。该方法优化监测资源配置,保障电网稳定,减少设备损耗,提高效能并降低成本。
Electric vehicle charging and discharging optimization scheduling method
一种电动汽车充放电优化调度方法
2025-04-04
Patent
Electronic Resource
Chinese
IPC: | 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 / 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 |
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