The invention discloses a charging service platform data analysis method and system based on the Internet of Things, and relates to the technical field of data analysis, and the charging service platform data analysis method comprises the following steps: extracting key operation feature data of a charging service platform; identifying abnormal operation data in the current charging service platform; key factors influencing the operation fault of the charging pile equipment are identified; and dynamically adjusting the operation parameters of the charging pile equipment, and optimizing the operation of the charging service platform in combination with the real-time monitoring data. According to the method, key operation characteristic data are analyzed through a fault diagnosis algorithm, abnormal data in the platform are quickly identified, the accuracy and response speed of fault detection are remarkably improved, and service interruption caused by faults is reduced.
本发明公开了一种基于物联网的充电服务平台数据分析方法及系统,涉及数据分析技术领域,该充电服务平台数据分析方法包括以下步骤:提取充电服务平台的关键运行特征数据;识别出当前充电服务平台中的运行异常数据;识别出影响充电桩设备运行故障的关键因素;动态调整充电桩设备的运行参数,并结合实时监控数据优化充电服务平台的运行。本发明通过故障诊断算法分析关键运行特征数据,快速识别平台中的异常数据,显著提升故障检测的准确性和响应速度,减少因故障引起的服务中断。
Charging service platform data analysis method and system based on Internet of Things
一种基于物联网的充电服务平台数据分析方法及系统
2025-03-18
Patent
Electronic Resource
Chinese
IPC: | G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen / 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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