Data Science

AnnaLyze – Data Science for Industry

Our competencies - your advantages

In the age of Industry 4.0, process and machine data are increasingly seen as an essential part of the value creation of a company. The digitization efforts of the last few years enable extensive automated data acquisition, which, however, presents many companies with major challenges. On the one hand, real-time information is to be analyzed and processed in order to react to short-term changes in production. On the other hand, future events are to be derived from the collected data pools and forecast as accurately as possible.

Large data streams and events from sensor networks (BigData) together with data sources from order, configuration and tool data from the production machines are to be linked to gain a better understanding of the machinery. With its versatile competencies and many years of experience, RISC Software GmbH is the perfect partner when it comes to offering its customers valuable solutions in the field of data science and perceiving the challenge of Big Data as an important opportunity for process or revenue optimization.

ANNAlyze - The Virtual Production Assistant

A successful reference framework of RISC Software GmbH is the virtual production assistant AnnaLyze. Adapted to the individual needs and general conditions in the company, AnnaLyze uses smart technologies in the field of data science to analyze real-time information as well as collected data pools, to create forecasts and to derive suitable optimization measures. AnnaLyze primarily serves as a decision support tool for the experts on site and enables

the entire knowledge about one or more machines to be combined into a knowledge base to guarantee a better understanding of the machinery. The interaction of diverse data sets with the help of the model knowledge of the experts (Engineer in the Loop) can lead to increases in productivity and quality, for example by reducing the probability of machine failure or optimising maintenance intervals and cycles.

DATA ENGINEERING

Large data streams and events from sensor networks (Big Data) are linked to data sources of order, configuration and tool data from the production machines. Through intensive data engineering, process and production data about the quality-relevant process steps are thus prepared for use.

DATA ANALYTICS

Using statistical procedures, modern methods from the fields of data analytics and visual analytics as well as machine learning, the processed data are analysed (time series analyses of sensor and process data, log data analyses and error predictions for quality assurance).

DATA PRESENTATION

With the help of Artificial Intelligence and Predictive Analytics, accurate forecasts of future developments can be made. As a result, adequate recommendations for action can then be derived on the basis of prescriptive analytics methods.

ANNAlyze – The Virtual Production Assistant for your Company

The use of AnnaLyze guarantees a better understanding of your machine park by recognizing connections between cause and eff ect. Through the interaction of diverse data sets of sensor networks, production, confi guration and tool data with the domain knowledge of your engineers about the underlying machine model, an increase in the quality of your machines can be achieved.

RISC Software GmbH meets the current requirements of modern data management and off ers with AnnaLyze an individually customizable virtual production assistant for knowledge generation of your machines.

Get the current AnnaLyze folder from the Downloads page.