How to create dataset from my tribological experimental data?

Question

Gagan 2023-8-23

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https://ww2.mathworks.cn/matlabcentral/answers/2011917-how-to-create-dataset-from-my-tribological-experimental-data

回答： Rohit Kulkarni 2023-8-28

I have a doubt in using ANN. I have some experimental results with me. There is a total of 27 experiments (L27 array). Three Inputs Load (3 level), frequency (3 level) and weight % (4 level). There are two outputs viz., Coefficient of friction and Specific wear rate. I need to predict the outputs for the input levels beyond those values which I have conducted the experiment. Can you please guide me to train a successful network for correct prediction using any advance tool in MATLAB 2023a? I have no idea selecting no. of hidden layers,no of neurons, which transfer function, epochs, mu,mu_fail, goal etc etc. Please support me in this problem.

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Shreeya 2023-8-24

Hi

Follow the example here for designing a neural network with multiple outputs. Network parameters such as number of hidden layers, epochs etc depend on the data being trained.

Hope this helps.

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