Hi Bhavick,
This is a Machine Learning Classification Problem with input variables as voltage, current and power data, and output variable as operations. You can write your code in MATLAB or use toolboxes like Deep Learning Toolbox which provide command-line functions and apps for creating, training, and simulating shallow neural networks. The apps make it easy to develop neural networks for tasks such as classification, regression (including time-series regression), and clustering. After creating your networks in these tools, you can automatically generate MATLAB code to capture your work and automate tasks.
As with function fitting, there are two ways to solve this problem:
- Use the nprtool GUI, as described in Using the Neural Network Pattern Recognition App.
- Use a command-line solution, as described in Using Command-Line Functions.
