Beware of r2 even for test datasets: Using the latest measured y‐values (r2LM) in time series data analysis
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DOI: 10.1002/cem.3093
Abstract: The determination coefficient of a test dataset, r2, is calculated and used to compare the performance of adaptive soft sensors and discuss the possibility of their practical use. However, soft sensors that give very high… read more here.
Keywords: time series; values r2lm; latest measured; soft sensors ... See more keywords
The IEC 61850 Sampled Measured Values Protocol: Analysis, Threat Identification, and Feasibility of Using NN Forecasters to Detect Spoofed Packets
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DOI: 10.3390/en12193731
Abstract: The operation of the smart grid is anticipated to rely profoundly on distributed microprocessor-based control. Therefore, interoperability standards are needed to address the heterogeneous nature of the smart grid data. Since the IEC 61850 emerged… read more here.
Keywords: values protocol; sampled measured; forecasters detect; feasibility using ... See more keywords