Introduction

The collection of manufacturing process curves is crucial in every plant, serving as a key data source. Analyzing and monitoring these complex, high-dimensional curves can greatly improve production quality.

PCA Studio enables the development and usage of AI-models to detect process curve anomalies and identify related failure types. For this purpose, it offers both a Plant Operator Portal and a Developer Portal.

Coming soon

Plant Operator Portal

Designed for plant operators and production managers. It facilitates monitoring, analysis, and exploration of near-real-time process curve data with the help of AI models.

Model Usage

Process Curve Monitoring

Analyze your process curve data in near-real-time using anomaly detection and failure type classification.

Exploration and Analytics

Explore, visualize, and analyze your process curves with help of ML results.

Alerting

Train an AI model for classifying anomalous and NOK process curves into failure types based on your labels from the smart labeling step.