工业时间敏感网络中任务调度与资源部署联合优化方法及其相关应用
By constructing an industrial time-sensitive network scheduling model and policy network, the coordination problem of cross-cycle equipment deployment and task scheduling was solved, achieving efficient resource utilization and improved production efficiency.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- CHANGSHA NENGCHUAN INFORMATION TECH CO LTD
- Filing Date
- 2026-04-16
- Publication Date
- 2026-07-17
AI Technical Summary
Existing technologies fail to effectively coordinate equipment deployment and task scheduling in industrial time-sensitive networks with multiple continuous production cycles, resulting in resource waste and excessive costs, and failing to meet the dynamic industrial production needs.
An industrial time-sensitive network scheduling model is constructed. The global embedded state is encoded by a graph neural network, and the system is combined with a policy network to make decisions on equipment deployment and task scheduling. The policy is updated through a reward mechanism to achieve cross-cycle optimization.
Dynamically coordinate equipment reuse and task scheduling to improve task completion rate and network resource utilization efficiency, reduce costs, and enhance production efficiency and resource utilization.
Smart Images
Figure CN122047952B_ABST