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Quant Systems Lab · Control Systems for Quantitative Finance

Location and Basis Risk in Power Markets

Basis risk arises when hedging at a hub or zone that does not perfectly match the physical delivery point.

Explanation

Locational pricing reflects transmission constraints and losses, so local prices can diverge from hub benchmarks.

Hedging a physical exposure with hub futures leaves residual basis risk from local–hub price differences.

Risk systems must track basis factors and stress scenarios, not just assume a single representative price.


basislocationhedgingpower
Interactive visualisation

This graphic shows a hub price, a local price with a time-varying basis, and the residual P&L from hedging with hub futures. The bottom band displays daily hedging error, which shrinks near the optimal hedge ratio but never vanishes if basis is volatile.

Basis volatility (std) ≈ 4.14 €/MWhUnhedged std ≈ 1.79 €/MWh · hedged std ≈ 1.22 €/MWh
DayPrice (€/MWh)1112130205387120Residual P&L from hub hedge (per day, scaled)Grey line: hub priceBlue line: local priceShading: local–hub basis (blue/red)Bars: daily hedging error after hub hedgeMoving the hedge ratio rescales these bars; basis risk cannot be hedged away by hub contracts alone.
Numbers
Average basis level ≈ 1.22 €/MWh
Basis volatility (std) ≈ 4.14 €/MWh
Unhedged std ≈ 1.79 €/MWh · hedged std ≈ 1.22 €/MWh
Interpretation

Local price = hub price + basis. Hedging with hub futures can remove the hub part but leaves you exposed to basis volatility, which appears as residual P&L even for an optimised hedge ratio.

As you move the hedge ratio, the bottom bars shrink and flip. This illustrates that hedge calibration controls how much hub risk remains, but basis risk is separate: it requires explicit modelling, stress testing, and, where possible, local hedges.