Machine learning, an application area of artificial intelligence (AI), enables systems to learn from experience and improve automatically without being explicitly programmed. In the manufacturing industry, ML is used particularly in predictive maintenance and quality control.
By analyzing machine data, machine learning algorithms can recognize patterns and make predictions, leading to more efficient maintenance planning and higher product quality. This helps to minimize downtimes, extend the service life of systems and reduce production costs.