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Data compression of high dimensional measurements in power systems

  • Instead of directly storing sensor observations, compression is accomplished by means of temporally downsampling latent variables and further storing learned parameters.
  • Compression schemes are characterized by a balanced approach to the tradeoff between compression ratio and reconstruction error.

Dataset: EPFL Smart Grid [Online].

Available: EPFL Smart Grid

More: https://gitlab.cttc.es/supercom/pmucompression

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