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Edge Processing

概述
解决方案
硬件评估工具
文件
工具与软件
主要产品
状态监测和预测维护系统在设备中包括多个智能传感器节点,这些节点直接连接到云端或通过中间网关连接。  计算均在智能传感器内部或本地微处理器上执行,无论是在网关还是在云端,这取决于预期的延迟以及原始数据和处理数据通过连接发送的距离。  直接在智能传感器节点或网关中进行数据计算时会进行边缘处理,以节省功耗并确保数据保密,从而使公司可以在节点层面分析关键信息并减少异常检测时间。   将边缘计算和云计算技术相结合有助于开发预测性维护技术并提高其效率和有效性。  的确,处理传感器附近的边缘数据使公司可以在节点层面检测到机器的损坏,并立即采取相应的纠正措施,从而防止进一步的损坏和机器故障。可以在云端对长期分析以及确定趋势和优化本地分析模型的操作进行管理,从而对来自多个节点的大量预处理数据进行更复杂的分析。 Read more

Benefits of Edge processing

  • Confidentiality: data is not sent to the cloud and is locally stored on the device or the equipment 
  • Cost reduction: latency and throughput of high-volume time-series asset data is significantly optimized. Reducing the amount of useless machine data sent and stored in the cloud leads to significant benefits, as it enables real-time distributed applications and eliminates the need for complex systems 
  • Lower latency: minimal delay in the repair of equipment is essential for assets which are mission-critical.

AI ecosystem for STM32 MCUs and MPUs

To easily implement Predictive Maintenance algorithms on MCU and MPU edge devices, STM32 Tools were enriched with the STM32Cube. AI ecosystem, extending STM32CubeMX software capabilities with the automatic conversion of pre-trained Neural Networks. STM32Cube. AI supportsing several deep learning frameworks and includes optimized libraries which can be used to implement AI  algorithms in embedded applications level. 

STMicroelectronics also provides a complete offer of microprocessors and optimized Power Management solutions for industrial gateways as key enablers of aggregated processing in the field. Software development kits and cloud applications for Edge and Cloud processing (starter kits) as well as AI studio tools, like STM32Cube. AI software and code examples, are included our function packs and solutions.

Picture Solution
Vibration, ultrasound and environmental sensor nodes for condition monitoring with Wi-Fi and cellular connectivity to cloud applications
SL-PREDMNT-S2C
批量生产
A Condition monitoring cloud gateway solution, using smart sensor nodes and edge processing
Vibration, ultrasound and environmental sensor nodes for condition monitoring with Wi-Fi and cellular connectivity to cloud applications
SL-PREDMNT-S2C
批量生产
A Condition monitoring cloud gateway solution, using smart sensor nodes and edge processing

All tools & software

    • 产品型号
      状态
      描述
      类型
      供应商

      AI engineering services

      批量生产

      Implement artificial intelligence for industrial applications with STM32Cube.AI on STM32 microcontrollers

      工程服务 Lenord + Bauer
      AI engineering services

      描述:

      Implement artificial intelligence for industrial applications with STM32Cube.AI on STM32 microcontrollers
    • 产品型号
      状态
      描述
      类型
      供应商

      DSH-PREDMNT

      批量生产

      基于云的网络应用,用于条件监测和预测性维护

      评估工具软件 ST
      DSH-PREDMNT

      描述:

      基于云的网络应用,用于条件监测和预测性维护
    • 产品型号
      状态
      描述
      类型
      供应商

      FP-AI-NANOEDG1

      批量生产

      Artificial Intelligence (AI) condition monitoring function pack for STM32Cube

      STM32Cube扩展包 ST
      FP-AI-NANOEDG1

      描述:

      Artificial Intelligence (AI) condition monitoring function pack for STM32Cube

      FP-CLD-AZURE1

      批量生产

      支持Microsoft Azure云的遥测和器件管理应用IoT传感器节点的STM32Cube功能包

      STM32 ODE功能包软件 ST
      FP-CLD-AZURE1

      描述:

      支持Microsoft Azure云的遥测和器件管理应用IoT传感器节点的STM32Cube功能包

      Nanoedge AI™

      批量生产

      NanoEdge AI™ by Cartesiam is the firstMachine Learning Software specifically developed to entirely run on microcontrollers.

      STM32第三方嵌入式软件 Cartesiam
      Nanoedge AI™

      描述:

      NanoEdge AI™ by Cartesiam is the firstMachine Learning Software specifically developed to entirely run on microcontrollers.

      Octonion Machine Intelligence SW expansion for STM32Cube

      批量生产

      Software package for vibration analysis applications for industrial machine self-inspection and condition monitoring powered by EdgeAI.

      STM32第三方嵌入式软件 Octonion
      Octonion Machine Intelligence SW expansion for STM32Cube

      描述:

      Software package for vibration analysis applications for industrial machine self-inspection and condition monitoring powered by EdgeAI.

      STM32CubeMP1

      批量生产

      STM32CubeMP1包,用于STM32MP1系列(HAL、底层API和CMSIS(CORE、DSP和RTOS)及用于处理器间通信的OpenAMP,附带在以下ST板上运行的示例:探索套件和评估板)

      STM32Cube MCU和MPU包 ST
      STM32CubeMP1

      描述:

      STM32CubeMP1包,用于STM32MP1系列(HAL、底层API和CMSIS(CORE、DSP和RTOS)及用于处理器间通信的OpenAMP,附带在以下ST板上运行的示例:探索套件和评估板)

      X-CUBE-AI

      批量生产

      STM32CubeMX的AI扩展包

      STM32Cube扩展包 ST
      X-CUBE-AI

      描述:

      STM32CubeMX的AI扩展包

      X-LINUX-PREDMNT

      批量生产

      STM32 MPU OpenSTLinux Expansion Pack for Predictive Maintenance applications

      STM32 MPU OpenSTLinux Expansion Packages ST
      X-LINUX-PREDMNT

      描述:

      STM32 MPU OpenSTLinux Expansion Pack for Predictive Maintenance applications
    • 产品型号
      状态
      描述
      类型
      供应商

      Unico-GUI

      批量生产

      MEMS evaluation kit software package for Linux, Mac OSX and Windows

      Sensor Software Development Tools ST
      Unico-GUI

      描述:

      MEMS evaluation kit software package for Linux, Mac OSX and Windows