TSAF
Time Series Analysis &
Time Series Prediction
Integrate predictions & evaluations of time series or trends into any software.
100% Automated. Quick. Accurate.
100% automatedEnter time series - output forecast or anomaly assessment - TSAF works that easily. You get reliable results without the need for further development or configuration.
Can be integrated as requiredWith its specified interface, the TSAF module can be easily integrated into your existing workflows or dashboards, such as MS Power BI.
Ready for immediate useSave significant costs on algorithm development and software support. TSAF is tried and tested in practice.
Predict processes
The company Hexagon integrated TSAF into the Q-DAS qs-STAT software to predict critical measurement values & process capabilities in quality assurance.
With TSAF, you monitor changes in important process parameters and are informed directly about anomalies. You see systematic changes in the process parameters and receive forecasts of threshold values or critical limit values.
Monitor the KPIs of your production line(s) over time with your MES or SPC system. TSAF automatically and directly informs you about anomalies. TSAF also provides KPI forecasts and shows you systematic changes.
Do you already monitor the states, events, operations and maintenance of your machines with software other than IconPro Apollo? No problem - simply add TSAF to your existing system to introduce predictive maintenance, predictive calibration or service functions in your system.
Increase your efficiency instead of reinventing the wheel. Out of the box, TSAF provides fully automated and tested real-time time series prediction and analysis. Integrate TSAF into any software as a Python package, Docker image or web service.
With TSAF, you monitor changes in important process parameters and are informed directly about anomalies. You see systematic changes in the process parameters and receive forecasts of threshold values or critical limit values.
Monitor the KPIs of your production line(s) over time with your MES or SPC system. TSAF automatically and directly informs you about anomalies. TSAF also provides KPI forecasts and shows you systematic changes.
Do you already monitor the states, events, operations and maintenance of your machines with software other than IconPro Apollo? No problem - simply add TSAF to your existing system to introduce predictive maintenance, predictive calibration or service functions in your system.
Increase your efficiency instead of reinventing the wheel. Out of the box, TSAF provides fully automated and tested real-time time series prediction and analysis. Integrate TSAF into any software as a Python package, Docker image or web service.
Sound production knowledgeBenefit from our comprehensive production expertise and our many years of experience with industrial AI. Maximize your return on investment.
Automated & intuitive solutionsOur solutions are automated and intuitive. Minimize the effort required to prepare, develop and train your employees for industrial AI.
Beliebige Cloud & On-PremisesKeep your flexibility and data sovereignty. IconPro AI solutions are either offered as software as a service or can be self-hosted anywhere.
Full-Service- GuaranteeWe follow the most demanding standards for testing our production software. In addition, we offer worldwide support and service.
IconPro became a strategic partner for the application of machine learning on our energy management use-cases.
With the help of IconPro TSAF we process energy carrier data from our factories to identify energy waste and reduce costs.
Vom ersten Treffen an machte IconPro einen außergewöhnlich innovativen und professionellen Eindruck.
Wir waren beeindruckt, wie schnell die IconPro ARES Software wesentliche Prozesseinblicke generiert.
Aufgrund seiner Erfahrung ist IconPro ein zuverlässiger Partner für Machine Learning Software, die den tatsächlichen Bedürfnissen in der Produktion entspricht.
IconPro Apollo erweist sich als intelligente, vernetzte und produktive Lösung für die smarte Überwachung von Messmaschinen.
Having started with a larger software engineering project, IconPro became the main external partner for our AI strategy.
With IconPro, we enable the users of our statistical process control software to react to changes before they get critical.
IconPro ist ein Pionier auf dem Gebiet der Predictive Quality, Maintenance und Prozessoptimierung.
Wir empfehlen die IconPro ARES-Software, um die Anlaufzeit zu verkürzen und die Produktivität eines Walzprozesses weiter zu optimieren.
The platform-agnostic and highly intuitive software by IconPro just serves the current needs in our industry.
It brings machine learning to production engineers and use-cases on-premises or in any cloud providing results quickly.
IconPro already did a great job when it first came to investigate the relations and potential in our production.
With IconPro software, machine learning can be utilized directly by our process engineers to predict & optimize quality.
IconPro‘s combined deep expertise in production technology and industrial software development is very convincing.
We utilize the IconPro Apollo software for predictive maintenance of our robot systems to minimize downtimes.
Software products like the ones of IconPro help industry customers with their individual needs on their cloud and AI journey.
We are happy to support IconPro as a Microsoft Partner with profound expertise in industrial AI.
Project Subtitle
KI-basiertes Fehlermanagement in Wertschöpfungsketten
Companies & Partners
Bernard KRONE Holding SE & Co. KG, MAN Trucks, Fraunhofer …
Project Subtitle
Industrial Reinforcement Learning for the Quality Control of Metal Forming Processes
Companies & Partners
Mubea, Tailor Rolled Blanks Gmb…
Project Subtitle
Automation of network edge infrastructure & applications with artificial intelligence
Companies & Partners
Opel Automobile GmbH, Frau…
What is time series analysis?
Time series analysis is a statistical method for examining data where information about a variable has been collected over a period of time. These data points are collected in a chronological order, which allows for the identification of patterns, trends, outliers, and relationships in the data. Time series analysis includes various techniques such as smoothing, trend analysis, and seasonality studies to gain insight into how phenomena evolve over time.
How are time series analysis and time series prediction related?
Time series analysis develops models to understand data and identify underlying causes. Time series prediction uses these models to predict future data points. Together, they provide the necessary understanding and tools to predict future events or trends.
What are use-cases for time series analysis and time series prediction?
Time series analysis and time series prediction are crucial in production and quality assurance. They enable real-time monitoring of production processes, prediction of maintenance needs, and anomaly detection. In quality assurance, they can be used to monitor product quality and predict quality issues. This allows companies to proactively act to minimize downtime and improve product quality.
Can time series analysis and time series prediction be automated?
Yes, time series evaluation can be partially automated. Advanced data analysis tools and software platforms offer capabilities for automated pre-processing of time series data, identification of outliers, trends and seasonality, and modeling of forecasts. Automation can speed up the analysis process and increase efficiency by automating repetitive tasks or even allow the real-time integration of time series evaluation into applications or workflows.
Testimonial MTU Aero Engines AG
Working with IconPro in a pilot project proved to be simple, efficient and focused right from the beginning.
IconPro Apollo just met our demand for on-premise condition monitoring and analysis of our measurement machines.