II.
Workflow overview
Reference · liveworkflow:renewable-energy-forecasting
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.
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
Incoming edges
None.