1. ●Reduce costs and increase efficiency, improve production capacity and profit margin

2. ●Ensure quality, improve product consistency and pass rate

3. ●Enhance production flexibility to adapt to rapid market changes

4. ●Ensure production safety and reduce safety risks

5. ●Data-driven to support refined enterprise management

6. ●Industry extension value: Promoting industrial upgrading
   

1.First layer: Bottom execution layer (implementation of production actions, the "hands and feet" of automation)

Core function: Directly complete physical actions such as production, inspection, and logistics. It is the foundation of automation, and all instructions are ultimately implemented through this layer.

2.Second layer: Control layer (production scheduling center, the "brain and nerves" of automation)

Core function: Receive instructions from the management layer, dispatch execution layer equipment downward, feed back production data upward, serve as the core hub connecting execution and management, and ensure the stable operation of the production process according to preset logic.

3.Third layer: Management layer (production coordination management, the "coordination hub" of automation).

Core function: Connecting production and enterprise management, converting production data into a basis for management decisions, and achieving refinement in production planning, resource allocation, quality control, and energy consumption management.

4.Layer 4: Decision Optimization Layer (Data-Driven Upgrade, Automated "Smart Brain")

Core role: Based on the whole-process data, optimize production and management through algorithms, transform from "passive execution" to "active optimization", realize the continuous iterative improvement of production efficiency, quality, and energy consumption, and it is the core of the upgrading from industrial automation to intelligence.

5.Core Hub: Data Middle Platform (running through the four-layer architecture)

Core Function: Break down data barriers between the execution layer, control layer, management layer, and decision optimization layer to achieve unified data collection, storage, cleaning, and sharing;

Core Value: Avoid "information silos", enable data to flow within the entire architecture, and provide unified data support for the scheduling of the control layer, the coordination of the management layer, and the optimization of the decision-making layer.