Logo for  application for Regiodeal subsidy

By Harm Hofman 

From Data to Understanding: What Do We Really Know?

Reflections  on Datalake 

Within the REFORMERS project, we are building a datalake — a platform that collects and analyzes data on energy use, flexibility, emissions, and local business models. This database is becoming a central part of our knowledge infrastructure. But is it just a neutral tool?

Philosopher Richelle Boone (Leiden University) argues that large scientific systems don’t just collect data — they shape what counts as knowledge. This means the way we design and use data systems influences how we understand the energy transition, and who gets to have a say in it.

What This Means for Duurzaam Heiloo

Duurzaam Heiloo stands for a local, inclusive energy transition. But as knowledge production becomes more dependent on complex systems, algorithms, and institutions, citizens risk being pushed to the margins. Boone’s research shows:

• Knowledge depends on machines and organizations;
• Validation shifts from human judgment to system reliability;
• Individuals lose oversight of the whole system.

For Heiloo, this raises important questions: How do we ensure that residents not only participate in the energy system, but also in the knowledge system? Who decides what “sustainable” means — and based on which data?

Three Distances We Must Bridge

1. Technical Distance
   Residents generate data through devices like heat pumps and smart meters, but cannot see how these data are processed or interpreted.
2. Organizational Distance
   Data are managed by consortia of municipalities, companies, and research institutes — not by the citizens themselves.
3. Knowledge Distance
   Decisions about comfort, efficiency, or sustainability are made through models and algorithms that are often inaccessible to the public.

Toward a Fair Knowledge Infrastructure

If we want the energy transition in Heiloo to be fair and inclusive, we must also strive for knowledge justice. That means:

• Giving citizens access to the insights generated from their data;
• Organizing local learning sessions to discuss and interpret data;
• Creating dashboards and visualizations that are easy to understand;
• Co-defining what counts as “relevant knowledge” with the community.

Reflective Questions for REFORMERS and Heiloo

• Is our database a neutral tool, or does it shape our understanding of sustainability?
• How do we validate data from diverse sources — and who gets to be involved?
• Can REFORMERS become a living lab where citizens participate not only technically, but also intellectually?

Conclusion: Knowing Together, Deciding Together

The energy transition is not just a technical challenge — it’s also a knowledge challenge. By critically examining how we collect and use data, we can move from data-driven innovation to knowledge-driven participation. Duurzaam Heiloo and REFORMERS can work together as pioneers of an energy future where citizens don’t just take part — they also take ownership of what is known.