[KEPCO Research Institute] Adopting an Integrated Platform for Developing and Deploying Safety Management AI Models

To improve safety and operational reliability in the power industry, KEPCO Research Institute built an integrated AI development platform that enables fast development, experimentation, deployment, and field application of safety management AI models.

A Fast Development and Deployment Environment for Safety Management AI Models

KEPCO Research Institute aimed to improve the reliability and stability of facility operations by applying key Fourth Industrial Revolution technologies such as AI, big data, and IoT to the power industry. To do this, it needed an AI development and deployment environment to develop and test safety management AI models in a short time and quickly apply them to real services and field equipment.

Securing a Quickly Deployable AI Development and Deployment Framework

The key challenge was to provide an environment for developing and improving safety management AI models within a limited timeframe and to quickly connect the results to real services and the field.

  • Quickly deployable environment: An AI platform that can be built in a short time, reducing the cost and duration of SI projects

  • AI model development and experimentation: An environment to continuously develop, test, and improve safety management AI models

  • Fast deployment: A framework to quickly deploy AI models to real services and field systems

Building an Integrated Platform for Safety Management AI Development and Deployment

With Cheetah, we built both an AI model development and experimentation environment and a deployment framework in a short time, and laid the groundwork for safety management AI services with version-specific development tools and one-click deployment.

  • Fast platform deployment: Built an integrated environment for AI model development, experimentation, and deployment within a short deadline

  • Version-specific development environments: Built-in AI libraries and frameworks allow the required development environment to be set up within one minute

  • One-click deployment: Fast model deployment with automatic API generation, without complex server setup

Faster Adoption of Safety Management AI Services and More Efficient Operations

KEPCO Research Institute now has an environment to freely develop and test safety management AI models in a short time and systematically manage the models by version. Deployed AI models are quickly applied to edge devices such as CCTV at power plants through automatically generated APIs, making it easy to connect them to real safety management services.

  • Faster development: An environment to quickly develop, test, and improve safety management AI models

  • More efficient deployment: Shorter time to production with one-click deployment and automatic API generation

  • Better field applicability: Deployed models can be connected to edge devices for on-site safety management services

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