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PROFWARE SYSTEMS
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Machine Learning for Process Control. Part 3: Neural Networks Robustness Verification.
Key theoretical concepts of neural network robustness and how they can be applied in practice
Jun 27 min read
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Machine Learning for Process Control. Part 2: NGL Extraction Unit Optimisation with Surrogate Models.
Application of surrogate ML models for non-linear process optimisation of NGL extraction unit.
May 412 min read
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Machine Learning for Process Control. Part 1: Ambient Temperature Prediction.
Example of ML application design and deployment for integration with process control.
Apr 213 min read
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