預測性維護管線

製造業

感測器數據經過清洗、特徵萃取後餵入故障預測模型,預測結果再由維修排程代理轉換為具體的保養工單。

agentsystemapi
為什麼需要 OSOP

預測性維護的價值取決於資料品質和模型準確度。OSOP 定義從感測器數據到工單產出的完整管線,每個環節都有品質檢查,確保預測結果可靠且可追溯。

Workflow Steps (5)

1
Sensor Data Agent
agent
2
Anomaly Detection Agent
agent
3
Root Cause Analysis Agent
agent
4
Maintenance Scheduling Agent
agent
5
Generate Work Order
api

Connections (5)

Sensor Data AgentAnomaly Detection Agentsequential
Anomaly Detection AgentRoot Cause Analysis Agentconditionalanomaly.detected == true
Root Cause Analysis AgentMaintenance Scheduling Agentsequential
Maintenance Scheduling AgentGenerate Work Ordersequential
Anomaly Detection AgentSensor Data Agentloopanomaly.detected == false
5
Steps
5
Connections
2
Node Types