应用场景深度推演

// 原始传感器数据，经由 Foundry Pipeline 接入
Event {
  source:       "sensor:DC-3:temp-zone-b"
  timestamp:    "2026-05-27T14:32:05Z"
  temperature:  182.3  // °F，正常范围 60-85°F
  smoke_density: 0.87  // 0-1 归一化值，阈值 >0.7 触发报警
  event_type:   "FIRE_DETECTED"
}

// Ontology 对象属性变更前后的快照对比
// DistributionCenter 对象
DistributionCenter["DC-3"] {
  status:      "operational" → "FIRE_ACTIVE"
  temperature: 78.2 → 182.3
  affected_at: null → "2026-05-27T14:32:05Z"
  LINKS:
    → stocks: Inventory[12 items, see below]
}

// 经由 Link 自动级联: DC-3 —[hosts]→ Inventory —[fulfills]→ PurchaseOrder —[belongs_to]→ Customer
// 受影响链路:
DC-3
 → Inventory["IVT-0042"]   // 外科口罩，5000单位
 → Inventory["IVT-0087"]   // 无菌手套，12000单位
 → Inventory["IVT-0103"]   // 输液泵耗材，800单位
   → PurchaseOrder["PO-8451"]  // status: "pending_shipment" → "at_risk"
   → PurchaseOrder["PO-8492"]  // status: "in_transit_planning" → "at_risk"
   → PurchaseOrder["PO-8517"]  // status: "pending_shipment" → "at_risk"
     → Customer["City General Hospital"]  // tier: "critical_care"
     → Customer["Regional Clinic Network"] // tier: "standard"
     → Customer["Metro Surgery Center"]    // tier: "critical_care"

// 数字孪生当前时刻的态势快照（自动聚合，非人工查询）
{
  affected_distribution_centers:  ["DC-3"]
  affected_inventory_items:       3
  at_risk_purchase_orders:        23  // 不止上面3条，包括未来48h排期的PO
  affected_customers:             18
  critical_care_customers_hit:    5
  total_pending_delivery_value:   $2,470,000
  estimated_delay_hours:          48 – 120  // 基于 DC-3 恢复时间预估
}

// AI 生成的 Action 执行计划
ActionBatch {
  actions: [
    {
      type:    "CreateEmergencyPurchaseOrder"
      target:  Supplier["Supplier-B"]
      params:  { sku: "IVT-0042", qty: 5000, priority: "critical", ship_to: "City General Hospital" }
      approval: "required"  // 金额超过阈值，需要人工确认
    },
    {
      type:    "CreateEmergencyPurchaseOrder"
      target:  Supplier["Supplier-D"]
      params:  { sku: "IVT-0103", qty: 800, priority: "critical", ship_mode: "air", ship_to: "Metro Surgery Center" }
      approval: "required"
    },
    {
      type:    "NotifyCustomer"
      target:  Customer["Regional Clinic Network"]
      params:  { message: "Your order may be delayed 48-72h. Rerouting in progress.", severity: "info" }
      approval: "auto"  // 纯通知，无需人工确认
    },
    {
      type:    "UpdateDigitalTwin"
      params:  { dc: "DC-3", recovery_eta: "72h", reassess_interval: "30min" }
      approval: "auto"  // 设置监控循环：每 30 分钟重评估一次恢复进度
    }
  ]
}

// MES 质量检测系统推送检测结果
QualityInspection {
  component_id:   "COMP-HYD-PUMP-A73"  // 液压泵组件
  batch_number:   "BATCH-2026-05-19"
  supplier:       "AeroComponents Inc."
  test_type:      "pressure_tolerance"
  measured_value:  2850  // PSI，规格要求 3000±50 PSI → 不合格
  result:         "FAIL"
  inspector:      "QC-A73-Operator"
  timestamp:      "2026-05-27T09:15:00Z"
}

// 该 Component 对象在 Ontology 中的关系网络
Component["COMP-HYD-PUMP-A73"] {
  quality_status: "pending" → "FAILED"
  batch: "BATCH-2026-05-19"
  LINKS:
    → supplier:     Supplier["AeroComponents Inc."]
    → installed_in: Aircraft["F-15EX #1042"]  // 已装机
                   Aircraft["F-15EX #1045"]  // 已装机
    → consumed_by:  WorkOrder["WO-28741"]  // F-15EX #1042 装配工单
                   WorkOrder["WO-28756"]  // F-15EX #1045 装配工单

// Batch 关联的所有 Component（同批次，全部标记为 suspect）
Batch["BATCH-2026-05-19"] →  47 components, 其中 12 个已装机, 8 个在途, 27 个库存

// 数字孪生自动计算的受影响范围
{
  suspect_components:                 47
  installed_in_aircraft_count:        2   // F-15EX #1042, #1045
  same_supplier_pending_deliveries:   3   // 另有 3 架飞机正在等该供应商的零件
  alternative_supplier_options:       2   // Supplier-J 和 Supplier-K 有同规格零件
  estimated_rework_hours_per_aircraft: 120 // 更换液压泵需要拆装周边子系统
  affected_delivery_milestones:       3   // USAF 合同中有罚金条款的交付节点
}

// 多步骤 Action 链（有顺序依赖）
Chain "QualityDefectResponse" {
  step 1: Action["HoldWorkOrders"] {
    params: { wo_ids: ["WO-28756"], reason: "suspect_component_batch" }
    target_system: "MES", approval: "auto"  // 自动化停线
  }
  step 2: Action["InitiateReinspection"] {
    params: { batch: "BATCH-2026-05-19", scope: "installed + in_transit" }
    target_system: "QC_System", approval: "auto"
  }
  step 3: Action["CreateEmergencyPO"] {
    params: { supplier: "Supplier-K", component: "COMP-HYD-PUMP", qty: 12 }
    target_system: "ERP", approval: "required"  // 触发采购主管审批
  }
  step 4: Action["NotifyCustomer"] {
    params: { customer: "USAF", aircraft: ["F-15EX #1045"], revised_eta: "2026-06-14" }
    approval: "required"  // 客户通知需要项目经理审批
  }
  step 5: Action["LogQualityEvent"] {
    params: { supplier: "AeroComponents Inc.", severity: "major", recommendation: "increase_inspection" }
    target_system: "Ontology", approval: "auto"  // 写入 Ontology 成为供应商历史记录
  }
}

// 时间窗口: 2026-05-27 06:00-06:30 UTC
// 来源 A: 卫星图像 (GEOINT)
SatelliteImage[ID: "SAT-IMG-9471"] {
  coordinates:   (34.5231, 69.1832)  // 喀布尔近郊
  timestamp:     "06:12 UTC"
  detected_objects: [
    { type: "vehicle", count: 8, classification: "light_tactical", confidence: 0.91 },
    { type: "vehicle", count: 2, classification: "heavy_transport", confidence: 0.87 },
    { type: "structure", subtype: "temporary_assembly_point", confidence: 0.78 }
  ]
  analyst_notes: "Vehicles in convoy formation, unusual for this area at this time"
}

// 来源 B: 信号情报 (SIGINT)
SIGINTIntercept[ID: "SIG-22841"] {
  coordinates:   (34.5238, 69.1840)  // 与卫星图像相差 ~200m
  timestamp:     "06:18 UTC"
  signal_type:   "encrypted_tactical_radio"
  frequency:     "VHF band"
  traffic_pattern: "burst_transmission"  // 短促突发传输，典型战前通信模式
  transcript:    "unable_to_decrypt"
}

// 来源 C: 人力情报 (HUMINT)
HUMINTReport[ID: "HUM-11892"] {
  region:        "Kabul East District"
  timestamp:     "06:25 UTC"
  source_rating: "B"  // 可信度评级 B (A=最高, E=最低)
  content:       "Movement of armed personnel reported near grid 34.52/69.18. Unconfirmed weapons transfer observed."
}

// 三个异构输入 → 映射到共同的 GeoRegion 对象 → 自动创建关联的 Event 对象

// 第一步：空间关联。三个输入的坐标都在 GeoRegion["Kabul-East-Sector-7"] 边界内
GeoRegion["Kabul-East-Sector-7"] {
  activity_level: "normal" → "ELEVATED"
  active_sensors: [SAT-IMG-9471, SIG-22841, HUM-11892]
}

// 第二步：自动创建 Event 对象，聚合三个来源
Event["EVT-473"] {  // 自动生成的事件 ID
  type:          "FORCE_MOBILIZATION"  // Ontology 自动分类
  confidence:    0.82  // 多源交叉验证：三种独立来源指向同一事件 → 置信度提升
  geo_region:    → GeoRegion["Kabul-East-Sector-7"]
  linked_intel:  → [SatelliteImage["SAT-IMG-9471"], SIGINTIntercept["SIG-22841"], HUMINTReport["HUM-11892"]]
  observed_at:   "2026-05-27T06:12:00Z"
}

// 第三步：关联到受影响 Unit 对象
Event["EVT-473"] → affects → Unit["Alpha-Company"]  // 距离 23km
                  → Unit["Bravo-Company"]  // 距离 41km
                  → Unit["Charlie-Platoon"]  // 距离 12km ← 最近的友军单位

// 数字孪生当前战场快照
{
  elevated_regions:           ["Kabul-East-Sector-7", "Kabul-East-Sector-6"]
  active_events:              ["EVT-473: FORCE_MOBILIZATION (confidence 0.82)"]
  nearest_friendly_unit:      Unit["Charlie-Platoon"]  // 12km
  charlie_platoon_status:     "standard_patrol"  // 当前任务：常规巡逻
  charlie_platoon_readiness:  0.94  // 装备完好率 94%，弹药充足
  historical_pattern_match:   "pre-strike mobilization (14 similar events in region)"
  reinforcement_eta:          45 minutes  // 最近增援部队到达时间
}

// AI 将推理结果转换成作战建议，由指挥员决策
Recommendation {
  title:           "Charlie-Platoon: Recommending Redeployment"
  urgency:         "IMMEDIATE"
  primary_action:   Action["RedeployUnit"] {
    unit: "Charlie-Platoon"
    destination: "Position-Alpha"
    route: "via Sector-8 (pre-scanned by UAV)"
    reasoning: "Proximity to EVT-473 assembly + historical pattern (11/14 similar events escalated)"
  }
  supporting_actions: [
    Action["DeployUAV"] { target: "Sector-8", mission: "route_scan" },
    Action["RequestReinforcement"] { from: "Battalion-Reserve", eta: "45min" },
    Action["UpdateThreatLevel"] { region: "Kabul-East-Sector-7", level: "HIGH" }
  ]
  approval:         "required_from: Battalion_Commander"
  fallback:         "If no response in 15min → escalate to Brigade"
}

// 指挥员批准后，Action 链执行：
// 1. DeployUAV 写回无人机控制系统
// 2. RedeployUnit 写回 C2 (Command & Control) 系统
// 3. RequestReinforcement 写回后勤调度系统
// 4. UpdateThreatLevel 写回 Ontology，更新数字孪生