Intelligent time-series analytic engine

This invention is a computer program designed to monitor industrial processes by analyzing data that changes over time. It automatically breaks down this data into segments, transforms it, and then uses advanced artificial intelligence models like neural networks to detect unusual events or predict future problems. When an anomaly is found, it sends an alert with a probability; the claims specifically narrow the segmentation step to use deep learning models such as LSTMs or autoencoders.