Neural network alternatives - Githubissues

afr2903 / industrial-engineer

AI-driven Decision Support System to increase performance in Manufacturing Operations

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Neural network alternatives #7

Open afr2903 opened 2 weeks ago

afr2903 commented 2 weeks ago

Given time constrain, a static neural network will be used. However, after discussing with the mentor, alternatives were presented:

Feed-forward neural network: Good for time-series as takes into account previous steps, sample time should be constant.
Recurrent neural networks: Better if sample time is noisy.
Informed neural networks: Follow a physical equation to take load off the non-linear data.

Will be explored later for the research paper.