This DPhil offers an exciting opportunity to develop a new standard for energy data processing and sharing. First, the exact nature of privacy concerns needs to be better understood. Open questions are:

  1. What type of information are data subjects concerned about disclosing, and are there other features that they are not concerned about, but should be?
  2. How can data be processed, such that concerns in (1) are addressed?

With the data available to EDOL it will be possible to train sophisticated models to generate synthetic data. These could potentially overcome privacy concerns while maintaining the relevant detail for different stakeholders.

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