The invention relates to the field of intelligent control, in particular to an electric vehicle charging infrastructure intelligent management system which comprises a data acquisition and transmission module, a data processing and analysis module, a charging pile management module, a remote monitoring module, a fault diagnosis and early warning module, a billing and payment module and a safety certification module. According to the scheme, the HDCSA algorithm is provided to optimize the scheduling of the charging piles, multiple optimization objectives are considered at the same time, the method is suitable for the discrete problem, discrete decision variables in the scheduling of the charging piles can be processed, the situation that multiple objectives are involved in the scheduling of the charging piles is effectively solved, and compared with a traditional algorithm, the method has higher convergence speed and search efficiency, and the method is suitable for large-scale popularization and application. The scheduling accuracy and adaptability are improved; meanwhile, multi-fuzzy granulation processing is used, abnormal modes in the data are captured more comprehensively, more types of anomalies can be recognized, and a complex, fuzzy and high-dimensional data anomaly recognition method is provided for a system.
本发明涉及智能控制领域,具体是指一种电动汽车充电基础设施智能管理系统,所述系统包括数据采集与传输模块、数据处理与分析模块、充电桩管理模块、远程监控模块、故障诊断与预警模块、计费与支付模块和安全认证模块,本方案提出了HDCSA算法优化充电桩的调度,同时考虑多个优化目标,并且适用于离散问题,能够处理充电桩调度中的离散决策变量,有效的解决了充电桩调度中涉及多个目标的情况,相较于传统算法有更高的收敛速度和搜索效率,提高了调度的准确性和适应性;同时使用多模糊颗粒化处理,更全面地捕捉数据中的异常模式,有助于识别更多类型的异常,为系统提供了复杂、模糊、高维度数据的异常识别方法。
Intelligent management system for electric vehicle charging infrastructure
一种电动汽车充电基础设施智能管理系统
13.12.2024
Patent
Elektronische Ressource
Chinesisch
IPC: | 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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