A system (10) for monitoring complex structures (15) is disclosed. The system includes a boundary creation module (50) to create a group of elements corresponding to the complex structures to define a structure boundary. The boundary creation module collects sensor data from sensors (55) coupled to the corresponding...

System and method for automatic selection of training region selection for deep learning model is disclosed. An identification module (110) identifies equipment shutdowns and excludes buffer region data. A segmentation module (120) estimates operational regions and divides data into predefined operating regions usin...

A system (100) to monitor an equipment by reconstruction uncontrollable variables in an autoencoder is disclosed. A receiving module (120) receives data from sensors and splits the data into controllable and uncontrollable variables. An analysing module (125) is trained with an autoencoder to pass the controllable ...