- Fluctuating weather, consumer behavior, and economic shifts disrupted supply and demand.
- Renewable energy’s intermittent nature added complexity.
- Government and geopolitical changes impacted energy markets.
- Infrastructure limits disrupted forecasting accuracy.
- Handling vast, low-quality data from diverse sources was challenging.