Trading Workstation

ML-driven bid optimization for electricity markets

Trading Parameters

Trading Date

Market Segment

Trading Strategy

Medium λ · balanced risk/value

Total Demand

Progress

Forecast

Bids

Validated

Review

Submitted

Select a date, segment and strategy above

Click 1 · Forecast to generate price forecasts, then 2 · Get Bids to produce LP-optimised recommendations.

No bids yet

Risk metrics will appear after optimization

LP Objective

max Σ price[b]·vol[b]

− λ₁·DSM_penalty[b]

− λ₂·CI_width[b]·vol[b]

λ₁ (DSM weight)0.80

λ₂ (Uncertainty weight)0.60