The invention belongs to the technical field of elevator power supply, and discloses an intelligent self-adaptive traction type elevator power supply and electric energy storage system which comprises a historical database module, a power supply module and a power supply module. The operation data processing module performs time sequence processing on the historical data to obtain an operation characteristic time sequence matrix; the operation prediction model training module is used for training an elevator operation prediction model by using the data; the real-time operation prediction module uses a trained model to predict future elevator operation characteristics according to the current date and weather data; the energy recovery prediction module generates an energy recovery prediction time sequence matrix based on the prediction results; and the energy supply management module formulates an optimized energy storage equipment working strategy according to the predicted energy recovery condition and the energy storage equipment state. The system effectively reduces the frequent charging and discharging of the energy storage equipment through precise prediction and optimization strategies, prolongs the service life of the energy storage equipment, and improves the energy utilization efficiency at the same time.
本发明属于电梯供电技术领域,本发明公开了一种智能自适应曳引式电梯供电与电能存储系统,包括:历史数据库模块存储电梯运行数据及相应的日期和天气信息;运行数据处理模块对历史数据进行时序化处理,得到运行特征时序矩阵;运行预测模型训练模块利用这些数据训练电梯运行预测模型;实时运行预测模块根据当前日期和天气数据,使用训练好的模型预测未来电梯运行特征;能量回收预测模块基于这些预测结果,生成能量回收预测时序矩阵;供能管理模块根据预测的能量回收情况和储能设备状态,制定优化的储能设备工作策略。本系统通过精确预测和优化策略,有效减少储能设备的频繁充放电,延长其使用寿命,同时提高能源利用效率。
Intelligent self-adaptive traction type elevator power supply and electric energy storage system
一种智能自适应曳引式电梯供电与电能存储系统
2025-03-11
Patent
Electronic Resource
Chinese
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 / B66B Aufzüge , ELEVATORS / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / H02J CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER , Schaltungsanordnungen oder Systeme für die Abgabe oder Verteilung elektrischer Leistung |
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