AI 能源需求預測

Human → AI

AI 根據歷史數據預測能源需求,操作員驗證調度計畫。

5 個節點 · 5 條連接energy
agenthumandata
視覺化
載入歷史用電資料db

擷取用電紀錄、氣象資料與行事曆事件。

sequentialAI 需求預測
AI 需求預測agent

附帶信賴區間,預測次日與次週的需求曲線。

sequential電網容量核驗
電網容量核驗system

對照發電容量與備用裕度驗證預測結果。

sequential操作員審查
操作員審查human

電網操作員審查預測並調整調度優先順序。

conditional發布調度計畫
fallbackAI 需求預測
發布調度計畫api

將發電排程傳送至電廠與儲能設施。

uc-energy-forecast.osop.yaml
osop_version: "1.0"
id: "ai-energy-forecast"
name:"AI 能源需求預測"
description:"AI 根據歷史數據預測能源需求,操作員驗證調度計畫。"

nodes:
  - id: "load_history"
    type: "db"
    subtype: "query"
    name: "載入歷史用電資料"
    description: "擷取用電紀錄、氣象資料與行事曆事件。"

  - id: "demand_forecast"
    type: "agent"
    subtype: "llm"
    name: "AI 需求預測"
    description: "附帶信賴區間,預測次日與次週的需求曲線。"
    timeout_sec: 120

  - id: "grid_check"
    type: "system"
    name: "電網容量核驗"
    description: "對照發電容量與備用裕度驗證預測結果。"

  - id: "operator_review"
    type: "human"
    subtype: "review"
    name: "操作員審查"
    description: "電網操作員審查預測並調整調度優先順序。"
    security:
      approval_gate: true

  - id: "dispatch_plan"
    type: "api"
    subtype: "rest"
    name: "發布調度計畫"
    description: "將發電排程傳送至電廠與儲能設施。"

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"