The invention belongs to the technical field of charging pile supervision, and particularly relates to a new energy automobile charging pile fault prediction system based on artificial intelligence, which comprises a server, a real-time detection and analysis module, a fault tracing module, an operation meter tracing module and a fault prediction reminding module, according to the invention, the target charging pile i is detected and analyzed in real time, so that a real-time detection qualified signal or a real-time detection unqualified signal is generated, when the real-time detection qualified signal is generated, the historical fault of the corresponding target charging pile i is analyzed, so that a fault tracing qualified signal or a fault tracing early-warning signal is generated, and the fault tracing early-warning signal is sent to the target charging pile i. When the fault tracing qualified signal is generated, the operation performance of the target charging pile i in the analysis time period is analyzed, effective monitoring of a plurality of groups of charging piles in a supervision area is realized, the fault risk degree is reasonably and accurately predicted, supervision personnel can check and maintain the corresponding charging piles in time, and the efficiency is improved. And safe and stable operation of the supervised new energy automobile charging pile is ensured.
本发明属于充电桩监管技术领域,具体是一种基于人工智能的新能源汽车充电桩故障预测系统,包括服务器、实时检测分析模块、故障追溯模块、运表追溯模块以及故障预测提醒模块;本发明通过将目标充电桩i进行实时检测分析,据此以生成实时检测合格信号或实时检测不合格信号,在生成实时检测合格信号时将对应目标充电桩i的历史故障进行分析,据此以生成故时追溯合格信号或故时追溯预警信号,在生成故时追溯合格信号时将目标充电桩i在分析时段的运行表现进行分析,实现对监管区域若干组充电桩的有效监测,并合理且准确预测其故障风险程度,有利于监管人员及时进行相应充电桩的检查维护,保证了所监管新能源汽车充电桩的安全稳定运行。
New energy vehicle charging pile fault prediction system based on artificial intelligence
一种基于人工智能的新能源汽车充电桩故障预测系统
2023-12-01
Patent
Electronic Resource
Chinese
IPC: | G01R Messen elektrischer Größen , MEASURING ELECTRIC VARIABLES / B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen / 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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