Ship welding production line dynamic scheduling method and system based on AI rearrangement algorithm
By using a dynamic scheduling method based on AI rearrangement algorithms, the problems of low scheduling efficiency and weak anti-interference ability in ship welding production lines have been solved. This has enabled efficient and automated production plan adjustment and real-time monitoring, thereby improving the plan fulfillment rate and production optimization capabilities.
Patent Information
- Application Number
- CN202610543649.0
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2026-04-23
- Publication Date
- 2026-07-17
AI Technical Summary
Existing ship welding production lines suffer from low scheduling efficiency, reliance on manual experience, incomplete consideration of constraints, delayed response to anomalies, weak anti-interference capabilities, and a lack of real-time monitoring and analysis tools, making it difficult to form a closed loop for production optimization.
A dynamic scheduling method based on AI rearrangement algorithm is adopted. By establishing a three-level model of order-production line-workstation, it integrates multi-dimensional production constraints such as equipment availability and tooling life, and combines historical cycle data to achieve minute-level executable rolling scheduling. In abnormal scenarios, the AI rearrangement algorithm is triggered to quickly adjust the plan, and it is accompanied by delivery risk warning and bottleneck analysis.
It enables automated production planning under multiple constraints and abnormal scenarios, ensuring a plan fulfillment rate of ≥95%, improving scheduling efficiency, reducing capacity waste, and providing real-time decision support and delivery risk warning.
Smart Images
Figure CN122414673A_ABST