Industry 4.0 Quick Start: AI/ML Machine Anomaly Detection

What we do:

· Collaborate with you to pinpoint a key factory asset for surveillance, with scope for tracking up to eight key tag variables

· Construct an AWS-based infrastructure to collect data from your programmable logic controllers (PLCs) using Amazon IoT SiteWise

· Employ Amazon Lookout for Equipment for Machine Anomaly Detection to assess sensor data and detect unusual equipment behavior

· Establish and tailor a dashboard within Amazon SiteWise Monitor to showcase equipment KPIs and anomaly detections

What you get:

· Real-time updates on your equipment's health status by identifying unexpected operational anomalies

· Utilization of anomaly detection insights to optimize process parameters and settings for consistent product quality and increased yield

· Timely notifications on identified anomalies to enable quicker and more informed decisions

· Enhanced understanding of your manufacturing data, leading to optimized processes, improved product quality, and data-driven business decisions