Native anomaly detection features
The Amazon IoT SiteWise platform offers a range of powerful features that can transform your industrial operations:
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Predictive maintenance: Detect failures early, and integrates with work order systems to act on insights.
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Tight integration with Amazon IoT SiteWise: Leverage the tight integration into your existing infrastructure, eliminating the need to move your data to an external service.
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Automatic model selection and training: Benefit from this support from Amazon IoT SiteWise, without requiring any machine learning expertise.
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Customize your inference scheduling: Schedule inference jobs to align with your operational needs and shift timings.
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Labeled data: Improve accuracy with known failure intervals during model training.
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Model evaluation with pointwise diagnostics: Evaluate model performance at the event level.
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Scalable across assets: Create computation models for individual assets or across multiple assets to achieve scalability.
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Sensor-level insights: Gain detailed diagnostics that identify the specific sensor(s) contributing to an anomaly.
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Faster time to value: Move from sensor modeling to anomaly detection in a matter of hours, not weeks.