Machine Learning
Machine learning is a subset of artificial intelligence that enables systems to learn from data and improve over time without explicit programming. In the context of manufacturing, machine learning algorithms can analyze large datasets to optimize processes, enhance quality control, and predict maintenance needs. For example, machine learning models can identify patterns in production data to detect anomalies and prevent defects in real-time. This approach not only increases efficiency and reduces waste but also allows for more agile and responsive manufacturing operations. However, challenges include the need for high-quality data and the complexity of integrating machine learning with existing systems.