低抽样数据的极限学习能源解析算法

唐秀明,袁荣湘,陈君

Extreme Learning Machine for Energy Disaggregation Using Low Sampling Consumption Data

Tang Xiuming,Yuan Rongxiang,Chen Jun

Tab.1 Data structure of feature parameters

Data type Function Description Float F-inc the first increasing edge value Δp(ls) Float L-dec the last decreasing edge value Δp(le) Float Max the maximum active power value in the event window Float Min the minimum active power value in the event window Float Avg the mean active power value in the event window Float med the median active power value in the event window Float Std_dev the standard deviation active power value in the event window Float Rms the RMS active power value in the event window