Tool for automatic creation of training data from raw Time Series data.
With the increasing digitalization of industries, more and more time series data are measured and collected. These data have various sources. However, the most typical sources of time series data are sensors measuring machine variables. In most cases, these variables are used for controlling the machines. However, in past years, more and more companies are starting using measured time series data for predictive maintenance using the ML/AI approach. However, the main problem in the usage of ML/AI is preprocessing, preparation of time series data. In most cases, this task is time-consuming and requires inside knowledge about the processes of machines.
Therefore, let us introduce you the Motif Discovery Application. Motif Discovery Application is a tool that will automatically process your data and create the training data for your model by founding all patterns of any length. Discovered patterns are clustered into clusters based on the similarity of patterns. Motif Discovery Application will save you time and increase your knowledge about data as well as your productivity.