Machine LearningA direct comparison of solutions
The topic of machine learning raises a number of questions: Which data should be analyzed using which methods? What role does the user play in the data analysis process? And what about the real-time capability, explainability and reliability of the results?
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<p>Figure 3: Automation technology and sensors in the chemical plant provide the input variables. This is used to train a neural network. Now a desired operating state (e.g. maximizing the production quantity) and the required setting variables can be determined automatically. The image shows the output variables in the non-optimized case (measured values) versus the optimized case (calculated values).</p> © Ahorner