// ROBOTICS AND SMART FACTORIES TERM

Industrial Edge

Computing infrastructure located close to the data source, like factory floors, rather than in a distant cloud. This allows for faster processing and real-time decision-making.

Industrial Edge — illustration from Wikipedia
Image via Wikipedia

TECHNICAL DEFINITION

Industrial Edge refers to distributed computing architectures where data processing, analytics, and control logic are executed near industrial data sources (e.g., sensors, PLCs, machines) to minimize latency, conserve bandwidth, and enable real-time operational technology (OT) applications and AI inference.

BACKGROUND

The Industrial Revolution, sometimes called the First Industrial Revolution in contrast to the subsequent Second Industrial Revolution, was a transitional period of the global economy toward more widespread, efficient and stable manufacturing processes, succeeding the Second Agricultural Revolution. Beginning in Great Britain around 1760, the Industrial Revolution had spread to continental Europe and the United States by about 1840. Economic historians agree that the onset of the Industrial Revolution is the most important event in human history, comparable only to the adoption of agriculture with respect to material advancement.

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SYNONYMS & ALIASES

  • Edge Computing
  • Factory Edge
  • Shop Floor Edge
  • OT Edge

USAGE NOTE

Industrial Edge is critical for applications requiring immediate responses, such as autonomous robots or quality control.

DEVELOPERS

Organizations developing technology related to Industrial Edge.

  • Siemens

    A global leader in industrial automation and digitalization, Siemens offers a comprehensive Industrial Edge platform that enables data processing and analytics directly on the shop floor, supporting applications from machine monitoring to predictive maintenance.

  • Rockwell Automation

    Specializing in industrial automation and digital transformation, Rockwell Automation provides FactoryTalk Edge Gateway and other solutions that bring computing capabilities closer to industrial assets, facilitating real-time data insights and operational efficiency.

  • Schneider Electric

    Through its EcoStruxure architecture, Schneider Electric delivers industrial edge solutions, including edge control and edge computing, to manage and optimize operations in manufacturing plants, data centers, and critical infrastructure.

  • Microsoft Azure

    Microsoft Azure provides Azure IoT Edge, an extension of its cloud platform that brings cloud intelligence and analytics capabilities to edge devices, enabling industrial customers to deploy AI, machine learning, and other services locally.

  • AWS (Amazon Web Services)

    AWS IoT Greengrass extends AWS cloud capabilities to industrial edge devices, allowing local execution of machine learning inference, data processing, and messaging, enabling faster responses and lower costs for industrial IoT applications.

  • Advantech

    A leading provider of industrial computing platforms, Advantech offers a wide range of industrial edge AI and IoT solutions, including industrial PCs, gateways, and embedded systems designed for harsh manufacturing environments.

  • Intel

    Intel develops processors, software, and platforms optimized for industrial edge computing, providing the foundational technology that powers smart factories and enables real-time analytics, AI, and automation at the edge.

  • PTC

    With its ThingWorx Industrial IoT platform, PTC offers robust edge computing capabilities that allow manufacturers to connect, monitor, and control industrial assets, enabling real-time data processing and analytics at the operational edge.

  • Bosch Rexroth

    A specialist in drive and control technologies, Bosch Rexroth offers industrial edge solutions, including hardware and software for machine automation and connectivity, enabling data processing and analysis directly on production equipment.

  • VMware

    VMware provides virtualization and cloud infrastructure solutions that extend to the industrial edge, enabling secure and scalable deployment and management of applications and workloads in manufacturing and operational technology (OT) environments.

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