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nilm-eval-master

于 2021-01-27 发布
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说明:  NILM-Eval是一个MATLAB框架,允许在不同场景中评估非侵入式负载监控算法,以全面了解其性能.NILM-Eval可以轻松评估多个数据集,住户,数据粒度,时间段和特定算法参数的算法。通过将这些参数封装在配置中。NILM评价仪进一步允许用户轻松地重复其他人执行的实验,评估新数据集上的算法,以及微调配置以提高新算法的性能设置(Nilm-eval is a MATLAB framework that allows evaluation of non-invasive load monitoring algorithms in different scenarios to fully understand their performance. Nilm-eval can easily evaluate algorithms for multiple data sets, households, data granularity, time periods and specific algorithm parameters.By encapsulating these parameters in the configuration.NILM evaluator further allows users to easily repeat experiments performed by others, evaluate algorithms on new data sets, and fine-tune configurations to improve performance Settings for new algorithms)

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