CASE STUDY
AI-based optimization for centrifugal pumps
With StrömungsRaum®, you optimize the geometry of your centrifugal pumps while simultaneously enhancing energy efficiency and performance. Automated design iterations and AI-driven simulations reduce development times and testing efforts, saving resources and enabling precise solutions — for a sustainable competitive advantage and long-term success.
Challenge
More complex geometries require multiple iterations and specialized expertise to find the optimal solution.
Approach
Through an extended collaboration, we collect in parallel and upon request all data on your centrifugal pumps and their performance under various geometric and process-related boundary conditions. By combining this with a parametric geometrical description of your centrifugal pumps, new possibilities arise. On this basis, we can train artificial intelligence to automatically optimize the most energy-efficient pump while also maintaining other target metrics. You only need to provide the typical geometric boundary conditions in the form of minimum and maximum values, as well as the desired target metrics. The artificial intelligence handles the rest through targeted variations and simulations. As a result, you receive the optimal centrifugal pump that meets your target metrics and is energy-efficient.
The data produced by artificial intelligence with your simulation hours remains with you. This makes it possible to develop predictive systems, which can be used in sales or on the homepage for decision-making on the right pump type or for live predictions of IoT functions.
Advantages
With just one click to the optimal centrifugal pump – without any additional burden on your employees. By building meta-models, we enable efficient real-time use that delivers fast and precise results.
Resource conservation and time savings
Competitive advantage through higher efficiency
Innovation lead through optimized geometries
Benefits
Save valuable resources – both material for the construction of centrifugal pumps and time and energy for complex test runs – while also relieving your design engineers. Benefit from a clear competitive advantage through higher energy efficiency and increased performance compared to the competition. Additionally, the high level of innovation, thanks to comprehensive geometry optimization, provides a decisive edge. Through continuous data enrichment of real-time models, you secure your future and innovation capacity in the long term.
"I recommend StrömungsRaum® to all pump manufacturers, firstly to facilitate improvements to their own products, and secondly to optimize the design process for customers. This presents enormous potential!" - Mikael Tekneyan
IANUS - Better Decisions.
Our white paper provides valuable insights into the use of modern technologies for resource-efficient and efficient production.
