Hyperight

Trial and Error Method: Approaching Big Data Project for Mini EEV Lifetime Prediction – Egor Kolpakov, Danfoss

Session Outline

This presentation at the Data Innovation Summit 2023 covers a research project that aimed to predict the lifespan of a specific type of valve using trial and error methods, including testing and data analysis processes. Techniques such as machine learning and big data analysis are discussed, as well as the role of causality and benefits of using certain file formats in the analysis.

Key Takeaways:

  • The data format for the size and tooling matters
  • It’s important to distinguish when you go for the Big Data attitude or to a single virtual machine usage
  • Domain experts can level up the prediction quality

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