Synthetic Data for Research and Innovation

What are the challenges?

Access to high-quality data is essential for energy system research and innovation. However, organisations often face challenges such as limited data availability, incomplete datasets, and restrictions caused by privacy, commercial sensitivity, or safeguarding requirements. Some challenges are:

Data gaps

Limited or incomplete datasets can make research difficult.

Privacy Concerns

Data often contains sensitive information that requires protection.

Commercial sensitivity

Organisations may be unable to share data due to commercial restrictions.

Coverage limitations

Datasets may not represent all locations, communities, or technologies.

Stakeholder challenges

Issues identified through SENSE engagement activities and webinars.