Inspection and Monitoring of Signal and Time Series Data
SaigeSignal® offers solutions for inspection and monitoring of signal and time series data—electrical signal measurements, acoustic signals, vibration patterns, and various multidimensional time series and signal data. From electric motors and robots to welding and machining systems, our solution can detect, using our propietary reliable and robust machine learning algorithms developed for time series data, defective parts and components, or warn of impending failures and breakdowns.
The collection and labelling of data is a costly and painstaking process; quite often it is the bottleneck to successful deployment of AI inspection and monitoring. By exploiting domain-specific data pre-processing techniques and our experience with compression, optimization, and data augmentation techniques, Saige’s solution minimizes the burden of data collection and labelling while delivering fast, accurate, and robust solutions.
DC Motor Inspection