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