The invention provides a high-efficiency voltage compatible control method and a charging pile module, and relates to the technical field of voltage compatibility, and the method comprises the steps: collecting user habit data and historical data, combining the real-time monitored multi-module state data, and extracting communication protocol data and user demand data from the user habit data. And optimizing the ARIMA model by using the whale algorithm, analyzing the historical distribution instruction, and outputting a control instruction. And extracting distribution influence data through feature engineering, and adjusting a control instruction in combination with communication protocol data and user demand data to generate a CAN instruction. And constructing a main program, a sampling interruption program and a communication interruption program, controlling the operation of the charging pile module according to a CAN instruction, and realizing system initialization, background circulation and fault detection. According to the invention, the control instruction is predicted through the WOA-ARIMA model, the prediction capability and the resource distribution efficiency of the charging pile module are enhanced, the charging demand is predicted more accurately, the mining high-voltage input is satisfied, and a high-frequency and high-efficiency charging modular product can be realized.
本发明提供一种高效率的电压兼容式控制方法及充电桩模块,涉及电压兼容技术领域,该方法包括通过采集用户习惯数据和历史数据,结合实时监控的多模块状态数据,从用户习惯数据中提取通讯协议数据和用户需求数据。利用鲸鱼算法优化ARIMA模型分析历史分配指令,输出控制指令。通过特征工程提取分配影响数据,结合通讯协议数据和用户需求数据调整控制指令生成CAN指令。构建主程序、采样中断程序及通讯中断程序,根据CAN指令控制充电桩模块运行,实现系统初始化、背景循环及故障检测。本发明通过WOA‑ARIMA模型来预测控制指令,加强了充电桩模块的预测能力和资源分配效率,更准确地预测充电需求,以及满足矿用高压输入,又可以实现高频高效率的充电模块化产品。
High-efficiency voltage compatible control method and charging pile module
一种高效率的电压兼容式控制方法及充电桩模块
2025-05-30
Patent
Electronic Resource
Chinese
IPC: | H04L TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION , Übertragung digitaler Information, z.B. Telegrafieverkehr / 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 |
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