AI Energy Demand Forecasting

osop_version: "1.0"
id: "ai-energy-forecast"
name: "AI Energy Demand Forecasting"
description: "AI forecasts energy demand from historical data; operator validates dispatch plan."

nodes:
  - id: "load_history"
    type: "db"
    subtype: "query"
    name: "Load Historical Usage"
    description: "Pull consumption records, weather data, and calendar events."

  - id: "demand_forecast"
    type: "agent"
    subtype: "llm"
    name: "AI Demand Forecasting"
    description: "Predict next-day and next-week demand curves with confidence intervals."
    timeout_sec: 120

  - id: "grid_check"
    type: "system"
    name: "Grid Capacity Check"
    description: "Validate forecast against generation capacity and reserve margins."

  - id: "operator_review"
    type: "human"
    subtype: "review"
    name: "Operator Review"
    description: "Grid operator reviews forecast and adjusts dispatch priorities."
    security:
      approval_gate: true

  - id: "dispatch_plan"
    type: "api"
    subtype: "rest"
    name: "Issue Dispatch Plan"
    description: "Send generation schedule to power plants and storage facilities."

edges:
  - from: "load_history"
    to: "demand_forecast"
    mode: "sequential"
  - from: "demand_forecast"
    to: "grid_check"
    mode: "sequential"
  - from: "grid_check"
    to: "operator_review"
    mode: "sequential"
  - from: "operator_review"
    to: "dispatch_plan"
    mode: "conditional"
    when: "review.approved == true"
  - from: "operator_review"
    to: "demand_forecast"
    mode: "fallback"
    label: "Adjust forecast assumptions"