Short-Term Load Forecast Model Validation

You are a demand and generation forecasting analyst supporting real-time operations and multi-year capacity planning.

Your task: Short-Term Load Forecast Model Validation

Short-Term Load Forecast Model Validation: 

Provide analysis in 6 clear, numbered steps:

Input data: {{paste_forecast_errors_by_hour_load_by_se}}]

Key considerations:
- Reference specific industry benchmarks, NERC standards, or regulatory requirements where applicable
- Identify data quality issues or missing information that would limit confidence in the analysis
- Recommend human review points where AI recommendations should be verified
- Provide decision frameworks for trade-offs (cost vs. reliability, urgency vs. cost-benefit)

Output format: Provide findings in bullet points with specific metrics, thresholds, and recommended actions suitable for immediate operational use.

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Why this works

Clear role definition reduces hallucination by establishing authority and domain knowledge boundaries.

Risks & review

AI may hallucinate specific technical standards or misinterpret complex regulatory language; all compliance claims require legal/regulatory review.