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数字化背景下小区高低压配电系统设计与应用研究

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以福建省某新建小区为例,在数字化背景下通过负荷预测、智能监控和电能质量管理等技术,优化高低压配电系统设计,以提高小区配电系统的智能化、可靠性和经济性.实践结果表明,基于机器学习算法的负荷预测模型预测精度达到 95%,储能系统每天可削减峰值负荷约 1.0 MW,监控系统实现了快速检测、处理故障,对供电设备运行状态的实时监测与预测.
Case Practice in Design and Application of High-and Low-voltage Distributing Systems of Apartment Complex Under the Context of Digitalization
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.

digitizationhigh-and low-voltage distributing systemmonitoring system

余坤海

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漳州圆山发展有限公司,福建 漳州 363099

数字化 高低压配电系统 监控系统

2024

电工技术
重庆西南信息有限公司(原科技部西南信息中心)

电工技术

影响因子:0.177
ISSN:1002-1388
年,卷(期):2024.(19)