Data Analysis & Visualization
Measurement data collected during the testing of complex technical systems forms the basis for verification and optimization. Data is acquired from control units, bus systems, and other signal sources - and must be processed appropriately. Efficient data analysis and visualization are key to understanding correlations and identifying potential deviations and errors.
Enjoy the benefits of an end-to-end toolchain that combines analysis, automated evaluation, and scalable data processing.
Highlights
- End-to-End Toolchain: Consistent workflows from interactive individual analyses to automated evaluations
- Use of large data sets: Access and analysis of measurement data across various projects
- Automated analyses and reporting: Time savings through integrated batch evaluations and standardized reports
- AI-based support: Quick identification of anomalies or relevant data sections
- Powerful visualization: Clear presentation of measurement data, even for complex time and state sequences
Data Analysis
Consolidate the measurement data collected from various sources and supplement it with metadata to perform insightful data analyses. This metadata provides additional information, such as system states, operating conditions, or software versions. Typical analysis tasks include evaluating and comparing measurement data from extensive measurement campaigns or automated detection of threshold values. In addition, identifying suspicious signal curves and systematic deviations plays a central role in detecting potential sources of error at an early stage.
Visualization
Our visualization tools support you in categorizing results by presenting and interpreting large amounts of data in a structured manner. To evaluate measurement results, they are displayed graphically, enabling a quick understanding of data. Depending on the specific question, the display options can be customized – for example, by using synchronized multisignal visualizations or clustering for greater clarity. All visualisation elements are identical both during the measurement and in the subsequent analysis.
Reporting
Automated report generation makes it easier for you to consistently document your measurements: Your analyses are converted into standardized file formats without any additional manual effort. This way, our solution simplifies communication and structured storage while saving you time.
