AI-based system for real-time detection of whip sounds in horse racing
Peer-Reviewed Publication
Updates every hour. Last Updated: 3-Apr-2026 14:15 ET (3-Apr-2026 18:15 GMT/UTC)
A recent study from Edinburgh Business School at Heriot-Watt University found that while hydrogen production, storage and fuel cell technologies are advancing rapidly, the hydrogen distribution infrastructure is developing at half the speed, creating a critical bottleneck that could put billions in clean energy at risk.
The findings, published in the journal Sustainable Futures, are an important milestone in recognising that, while other hydrogen technologies improve and costs fall, distribution expenses could take up a large share of hydrogen system budgets, significantly limiting overall efficiency and growth of the hydrogen sector.
The research team analysed 777,000 patents and 1.3 million citations spanning 182 years of hydrogen technology development, revealing clear differences in progress across the system.