Artificial Neural Networks (ANN)

Definition

Artificial Neural Networks (ANN) are AI models that mimic human neural processes to recognize patterns in production data, make predictions, and optimize processes.

Benefits

• Prediction Accuracy: Precise forecasts for maintenance and quality.

• Learning Capability: Adaptation to new data without manual programming.

• Automation: Support for complex decision-making processes.

Applications

ANN are used in manufacturing for predictive maintenance, anomaly detection, and production planning, for example, in the automotive and chemical industries, to increase efficiency.