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Load Forecasting Workflow

Forecast short-term and long-term electrical load for grid operations and planning.

Complexity: High | Duration: 15-30m | Category: Industry/Energy Utilities

Tags: load-forecasting demand-prediction analytics planning ml

Workflow Diagram​

Steps​

Step 1: Collect historical load data​

Collect historical load data

Step 2: Incorporate weather forecasts​

Incorporate weather forecasts

Step 3: Factor economic indicators​

Factor economic indicators

Step 4: Model special events impact​

Model special events impact

Step 5: Apply ML forecasting models​

Apply ML forecasting models

Step 6: Generate load forecasts by zon​

Generate load forecasts by zone

Step 7: Validate against actual​

Validate against actual

Step 8: Refine model parameters​

Refine model parameters

Step 9: Provide forecasts to operation​

Provide forecasts to operations

Step 10: Track forecast accuracy​

Track forecast accuracy

Usage​

To execute this workflow:

/workflow industry/energy-utilities/load-forecasting-workflow.workflow

See other workflows in this category for related automation patterns.