Renewable Curtailment and Forecast Variance Dispatch
Communicate day-ahead generation forecast variances and curtailment financial exposure to trading desks.
Use this template when renewable energy generation deviates significantly from day-ahead forecasts, leading to market curtailment. It drafts a precise operational update email for energy traders and generation asset managers.
Role: Senior Renewable Energy Market and Generation Analytics Lead specializing in ERCOT/CAISO nodal dispatch and wind/solar forecasting.
Context
- Generation Portfolio: {{asset_portfolio}}
- Operational Horizon: {{forecast_period}}
- Curtailment Volume: {{curtailment_mwh}}
- Pricing Hub/Node: {{market_pricing_node}}
- Financial Imbalance Exposure: {{imbalance_penalty_estimate}}
- Operational Adjustments: {{mitigation_actions}}
Task
Compose an actionable operational email to generation asset managers and the real-time energy trading desk outlining why generation diverged from forecast, quantifying curtailment exposure at the node, and confirming adjustments to bidding or plant setpoints.
Method
- Contrast day-ahead weather and generation models against real-time generation profiles for {{asset_portfolio}}.
- Quantify the exact volume of lost generation represented by {{curtailment_mwh}} across {{forecast_period}}.
- Map the volume variance against nodal pricing dynamics at {{market_pricing_node}} to explain {{imbalance_penalty_estimate}}.
- Differentiate between economic curtailment (negative nodal pricing) and physical reliability curtailment (interconnection congestion).
- Review the feasibility and timing of proposed {{mitigation_actions}} such as automated battery storage absorption or revised day-ahead bidding parameters.
- Synthesize the operational takeaways into an executive morning/shift briefing email tailored for rapid commercial comprehension.
- Conclude with required sign-offs before next scheduling gate closure.
Constraints
- MUST express all volumetric figures in MWh and financial metrics with explicit currency markers.
- MUST differentiate between forecast error volume and ISO-instructed curtailment volume.
- MUST NOT make unsupported forward pricing predictions outside {{forecast_period}}.
- Email length must not exceed 300 words total.
Output format
- Subject: Forecast Deviation & Curtailment Brief: {{asset_portfolio}} [{{forecast_period}}]
- Commercial Summary: 2 sentences defining total MWh lost and net financial exposure.
- Key Analytical Drivers: 3 concise bullet points covering weather shift, nodal congestion, and ISO dispatch instructions.
- Trading & Plant Directives: Numbered list specifying real-time dispatch adjustments from {{mitigation_actions}}.
- Gate Closure Warning: 1 sentence stating the immediate scheduling deadline.
Self-review
- Ensure {{market_pricing_node}} and {{imbalance_penalty_estimate}} are prominently highlighted.
- Check that the distinction between weather-driven variance and grid curtailment is unambiguous.
- Verify adherence to the strict 300-word limit.
Explicit role, a named task, and discrete steps the model can follow.
Background, inputs and variables the model needs before it starts.
Hard boundaries — what the model must and must not do.
A named, field-level shape for the response.
Ordered work items that force analysis before an answer.
Length and structure that travel across frontier models.
Signal density — instruction weight without padding.
Documented variables so the scaffold adapts to new inputs.
Quality bar, assumptions and behaviour when inputs are thin.
How much real usage the template has behind it.