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Agentic AI Atlas · Renewable Energy Forecasting
workflow:renewable-energy-forecastinga5c.ai
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Renewable Energy Forecasting overview

Generates day-ahead and intra-day renewable energy production forecasts -- ingesting meteorological model outputs (irradiance, wind speed, cloud cover), running site-specific power-curve and panel-degradation models, calibrating forecasts against historical actuals to reduce mean-absolute error, feeding dispatch optimization systems with probabilistic generation bands, and producing curtailment-risk advisories when forecast exceeds grid absorption capacity. Produces forecast accuracy reports, generation schedules, and curtailment probability dashboards. Excludes turbine and panel hardware maintenance.

WorkflowOutgoing · 11Incoming · 0

Attributes

displayName
Renewable Energy Forecasting
workflowKind
operational
triggerType
scheduled
typicalCadence
daily
complexity
cross-team
description
Generates day-ahead and intra-day renewable energy production forecasts -- ingesting meteorological model outputs (irradiance, wind speed, cloud cover), running site-specific power-curve and panel-degradation models, calibrating forecasts against historical actuals to reduce mean-absolute error, feeding dispatch optimization systems with probabilistic generation bands, and producing curtailment-risk advisories when forecast exceeds grid absorption capacity. Produces forecast accuracy reports, generation schedules, and curtailment probability dashboards. Excludes turbine and panel hardware maintenance.

Outgoing edges

applies_to_domain2
  • domain:energy·DomainEnergy
  • domain:data-science·DomainData Science
involves_role3
  • role:data-scientist·RoleData Scientist
  • role:ml-engineer·RoleMachine Learning Engineer
  • role:staff-engineer·RoleStaff Engineer
performed_by_org_unit2
  • org-unit:data-team·OrgUnitData Team
  • org-unit:analytics-team·OrgUnitAnalytics Team
requires_skill_area2
  • skill-area:python-data-pipelines·SkillAreaPython Data Pipelines
  • skill-area:ml-fine-tuning·SkillAreaML Fine-Tuning
triggers_responsibility2
  • responsibility:data-quality-monitoring·ResponsibilityData quality monitoring
  • responsibility:capacity-planning·ResponsibilityCapacity Planning

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