Convincing Reference Projects
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Die Firma Hexagon hat TSAF in die Q-DAS qs-STAT Software integriert, um in der Qualitätssicherung kritische Messwerte & Prozessfähigkeiten vorherzusagen.
Lassen Sie sich über Ausreisser im Trend benachrichtigen oder ignorieren Sie diese bewusst – beherrschen Sie so eingehende Daten.
Erfahren Sie es sofort, wenn ein Trend sich systematisch ändert – behalten Sie so kritische Parameter oder Prozesse im Blick
Sehen Sie über Vorhersagen, wann Schwellwerte kritischer Parameter voraussichtlich überschritten werden – rechtzeitig agieren.
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Project Subtitle
System for adaptive phototonic surface testing with adaptive image evaluation in combination with a cleaning system.
Companies and Partners
P…
Project Subtitle
Automation of network edge infrastructure & applications with artificial intelligence
Companies & Partners
Opel Automobile GmbH, Frau…
Project Subtitle
Data-based evaluation of the wire electrical discharge machining process
Companies & Partners
WBA Aachener Werkzeugbau Akademie GmbH, Mak…
Project Subtitle
System for adaptive phototonic surface testing with adaptive image evaluation in combination with a cleaning system.
Companies and Partners
P…
Project Subtitle
Automation of network edge infrastructure & applications with artificial intelligence
Companies & Partners
Opel Automobile GmbH, Frau…
Project Subtitle
Data-based evaluation of the wire electrical discharge machining process
Companies & Partners
WBA Aachener Werkzeugbau Akademie GmbH, Mak…
What is Trend Analysis?
Trend analysis in statistics is a method of data analysis that examines historical data to identify trends or patterns over time. This analysis involves calculating statistical ratios such as average, median, variance, and regression to identify changes or trends in the data. The goal is to gain insight into how data evolves over time and make informed decisions based on that insight.
How are Trend Analysis and Trend Prediction related?
Trend analysis and trend forecasting are closely related. Trend analysis identifies historical trends or patterns in data, while trend prediction relies on extrapolating those trends into the future. Trend analysis provides the basis for prediction by analyzing past trends. Trend prediction is particularly useful for estimating future values or events based on identified trends.
What are Examples of Applications for Trend Analysis and Trend Prediction?
In manufacturing and quality assurance, trend analysis and trend prediction are used to examine historical quality data and production performance. Examples of trend analysis include identifying seasonal variations in product quality or detecting long-term improvements or deteriorations in manufacturing processes. These analyses enable companies to proactively respond to quality issues and correct processes.
Can Trend Analysis and Trend Prediction be automated?
Yes, both trend analysis and trend prediction can be automated. Advanced data analytics tools and software platforms offer capabilities for automated trend detection and analysis. These systems can process large amounts of data and identify patterns in real time. Automated trend analysis and prediction are particularly useful in Industry 4.0 and quality assurance, as they enable continuous monitoring and rapid response to changes.
