序列到点网络nilm,即基于序列到点的深度CNN神经网络,进行非侵入式负荷分解
2021-04-23 18:17:48 115KB nilm
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学习NILM 会使用到的数据集,已经转换成了HDF5格式,可以直接使用。The Reference Energy Disaggregation Dataset (REDD) [5] was introduced as the rst publicly available data set collected speci cally to aid NILM research. The data set contains both aggregate and sub-metered power data from six households, and has since become the most popular data set for evaluating energy disaggregation algorithms.
2021-04-08 10:44:41 382.73MB NILMTK REDD
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提供完整可跑的NILMTK项目,数据集是REDD的低频数据,使用方法有两个CO和FHMM,来进行分解和预测。 除了导入项目代码,还需要配置环境,详见我笔记里面说明的流程https://blog.csdn.net/wwb1990/category_9655726.html
2020-01-29 03:15:12 460.46MB NILM NILMTK Python PyCharm
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关于nilmtk工具包的论文说明,是,有助于了解nilmtk工具包的使用。
2019-12-21 21:45:20 435KB nilm
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这个代码是NILMTK中的CO代码,主要利用组合优化算法来做电荷负载分解
2019-12-21 19:27:10 12KB machine lear
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