IBM Maximo Detection and Prediction for Air Compressors
IBM Maximo Detection and Prediction for Air Compressors
By IBM
Certified for Red Hat Enterprise Linux
Leverage pre-packaged, state of the art algorithms and machine learning techniques to identify anomalies in real time and predict failures in 2 stage rotary type air compressors. The frameworks are generalizable and can be applied to different industrial use cases.
Software version
1.0
Runs on
RHEL 7, 8
Delivery method
Download
With the comprehensive training data and accompanying notebooks, you can seamlessly delve into the realm of AI techniques within IBM Cloud Pak for Data and IBM Maximo Application Suite. The accelerator expertly guides you through the process of implementing anomaly detection, specifically tailored for use in IBM Maximo Application Suite. Unlock the potential of AI-driven insights to enhance your operations and decision-making in these powerful platforms.
Four methodologies to implement
There are 4 different on-ramps to offer a straightforward path to harnessing the power of AI in IBM Maximo Application Suite, wherever you may be on your MAS AI/ML modernization journey. Explore ML/AI capabilities by leveraging out of the box models, migrating custom models, migrating custom models (SROM enhanced) and integrating custom models. Each of these on-ramps leverage state-of-the-art algorithms and machine learning techniques to identify anomalies accurately and in real-time.
Leverage AI in Asset Performance Management (APM)
Utilize cutting-edge algorithms and machine learning techniques to accurately identify air compressor anomalies in real-time. They detect variables displaying anomalous behavior and highlight assets demonstrating such patterns. Studying this anomalous behavior is vital for understanding the condition of the underlying equipment essential for smooth process operations.
IBM Maximo® Health and Predict
Enhance your view of assets in IBM Maximo® Health and Predict by seamlessly incorporating the results of the models. By integrating the model outcomes, you gain comprehensive insights into the health and predictive maintenance needs of your assets, empowering informed decisions and proactive measures to optimize asset performance, minimize downtime, and maximize operational efficiency within IBM Maximo Application Suite.
Effortlessly Adapt to New Asset Types
Extend the framework for asset types beyond the pre-packaged air compressors and unlock its full potential. With IBM Expert Labs' profound knowledge and expertise in AI, you can effectively optimize the maintenance of diverse assets, ensuring they remain in peak condition while minimizing failures and downtime. Leverage the power of AI-driven insights to enhance the reliability and efficiency of your entire asset management process.
IBM Maximo Application Suite Compatibility
Versions: 8.11.x Not compatible with SaaS Essentials Edition
Free edition available
Download the free edition with the step by step instructions to start learning the AI and Machine Learning techniques you can use in IBM Maximo Application Suite.
IBM Expert Labs engagements available
Engage IBM Expert labs for one on one use case development, implementation and training.
Additional resources
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