This paper reports the case practice of applying technologies such as load forecasting,intelligent monitoring,e-lectric quality management,etc.,to the optimized design of the high-and low-voltage distributing systems of an actual a-partment complex in Fujian under the context of digitalization with the aim of facilitating smartization,reliability and eco-nomicity of apartment complex distributing systems.The results show that the machine learning-based load forecasting model achieves a prediction accuracy of 95%and a peak load reduction of the energy storage system by about 1.0 MW per day.Moreover,the monitoring system exhibits rapid fault detection and processing,as well as real-time monitoring and prediction of the operating status of electric supply equipment.
关键词
数字化/高低压配电系统/监控系统
Key words
digitization/high-and low-voltage distributing system/monitoring system
维普
万方数据