Neura Insights
Analysis and perspectives on distributed energy markets, technology, and the infrastructure required to scale grid-edge investment.
The Transaction Cost Barrier Holding Back the Grid Edge
The hardware problem for distributed energy is solved and the grid desperately needs it. What remains is a market infrastructure failure — the prohibitive cost of underwriting and operating thousands of individual sites — that keeps institutional capital locked out of the grid edge.
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Building Resilient Energy Infrastructure
On February 15, 2021, as a polar vortex pushed temperatures across Texas to levels not seen in decades, ERCOT began ordering rolling blackouts. The outages lasted for days, killed at least 246 people, and caused up to $195 billion in economic damage. The event was not isolated — it points toward a fundamentally different approach to grid reliability.
Machine Learning in Energy Optimization
The application of machine learning to energy systems has matured from academic exercise to operational necessity. Behind-the-meter solar and battery systems require accurate forecasts and intelligent dispatch, and the margin between a well-optimised and poorly optimised system can be the difference between an attractive investment and a marginal one.
Distributed Energy Resources: Market Fundamentals and the Balance Sheet Problem
On a per-MWh basis, behind-the-meter solar and storage systems routinely earn more than utility-scale counterparts — offsetting retail rates often two to four times higher than wholesale prices. Yet the sector has consistently failed to attract capital at scale. The reason is not technological. It is financial.