实时智能计量,减少通信和有限误差

J. Lundén, S. Werner
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引用次数: 15

摘要

例如,实时智能计量有助于平衡负载和发电、负载预测、需求响应、停电检测和提供最终用户反馈。本文提出了一种实时智能计量方法,其目的是在给定最大误差约束下最小化通信量。提出的方法是基于Shewhart变更检测测试。如果本地功率测量值与最后发送的功率测量值相差大于预定义阈值,则将其发送到电网的中央处理点。导出了一次新传输的平均时间表达式。通过仿真和实际测量数据的仿真结果,说明了跟踪性能和通信速率的降低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Real-time smart metering with reduced communication and bounded error
Real-time smart metering facilitates, for example, balancing load and generation, load prediction, demand response, outage detection, and providing end-user feedback. In this paper, a real-time smart metering approach is proposed that aims to minimize the amount of communication for a given maximum error constraint. The proposed approach is based on the Shewhart change detection test. A local power measurement is transmitted to a central processing point of the grid if it differs more than a predefined threshold from the last transmitted power measurement. The expression for the average time to a new transmission is derived. Simulation results with both simulated and real measurement data are provided to illustrate the tracking performance and the reductions in the communication rate.
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