Shell Achieves Major Milestone: Scales Artificial Intelligence Predictive Maintenance to 10,000 Pieces of Equipment Using C3 AI
C3 AI (NYSE: AI) announced a major expansion of its predictive maintenance program in collaboration with Shell, monitoring over 10,000 equipment pieces globally. This deployment enables early identification of equipment failures, reducing unplanned downtime and improving safety. The predictive maintenance system processes 20 billion data rows weekly and employs nearly 11,000 machine learning models. Shell aims to further enhance this program and explore new applications using C3 AI technology. This partnership underscores C3 AI's commitment to advancing AI solutions in the energy sector.
- Significant scale of predictive maintenance program with Shell, monitoring over 10,000 pieces of equipment.
- Capable of processing 20 billion rows of data weekly from more than 3 million sensors.
- Shell plans to accelerate the program further and explore additional AI use cases.
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Deployment spans Shell assets globally
“Shell’s deployment of AI predictive maintenance at global scale is an impressive achievement, delivering significant economic, environmental, and human safety benefits,” said C3 AI CEO
“Monitoring 10,000 pieces of critical equipment with AI-enabled predictive maintenance is an important milestone for Shell — an ambitious target we had set for 2021 and successfully achieved,” said
Underlying the ability to monitor more than 10,000 pieces of equipment is a technical infrastructure that:
- Supports global deployment across Shell’s upstream, downstream, and integrated gas assets
- Ingests 20 billion rows of data weekly from more than 3 million sensors
- Trains, tunes, and runs nearly 11,000 machine learning models in production
- Makes over 15 million predictions every day
Shell plans to accelerate its predictive maintenance program this year. Shell is also exploring additional use cases on the C3 AI Suite, including asset integrity, production optimization, system optimization, safety, and sustainability. In
To benefit the entire energy industry, Shell has commercialized its AI predictive maintenance applications built with C3 AI software. The solutions are available to the general market through the Open Energy AI initiative (OAI), an open ecosystem with the goal of advancing the use and adoption of AI in the energy sector, of which Shell, C3 AI,
Learn more about Shell’s predictive maintenance program and the availability of its solutions on the OAI site.
About
C3 AI is the Enterprise AI application software company. C3 AI delivers a family of fully integrated products including the C3 AI Suite, an end-to-end platform for developing, deploying, and operating enterprise AI applications and C3 AI Applications, a portfolio of industry-specific SaaS enterprise AI applications that enable the digital transformation of organizations globally.
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