边缘计算如何实现阀门的预测性维护

格罗方德

一家跨国半导体合同制造和设计公司，在开曼群岛注册成立，总部位于纽约马耳他。

用于监控生产关键型超纯水阀的解决方案，旨在及早发现可能的故障并更好地规划维护流程。

边缘人工智能传感器平台。特征：

• 多核：9 个 RISC-V 集群内核
• 4MB RAM 和 1MB MRAM
• 丰富的数字和模拟接口
• CAN-FD核心
• 以太网-TSN 核心
• 高安全性：TRNG、OTP、AES、安全启动……
• 各种支持的传感器
• 可定制的封装外设
• 软件 SDK 和示例

将人工智能嵌入智能传感器。

• [Data Management - Connectivity Stability]
  

  Application-independent, the solution prevents downtimes in production through AI-based early fault detection.

  Edge AI - benefits and advantages:

  • Increase performance by reducing latency
  • Large number of data points can be measured
  • Evaluation even without the internet
  • No data transfer between shopfloors, countries etc. needed
  • Companies can expand their computing capacity through a combination of IoT devices and edge data centers
• [Efficiency Improvement - Maintenance]
  

  Thanks to the scalable edge computing solution, incipient defects are now detected at an early stage. Maintenance measures can be planned effectively. Monitoring of the valves is possible in real-time even if the WLAN connection is briefly interrupted and is visualized by means of a clear dashboard.

  • Maintenance processes can be planned in a demand-oriented and cost-efficient manner.
  • Data-based condition monitoring is possible in real-time.
  • Fail-safe operation of the production facilities.
  • Time & personnel expenditure in the maintenance process is reduced.