I am experienced in creating predictive, descriptive, and exploratory elements using both Tableau and Power BI. I have reviewed the attachment provided and understand the physical setup of the data flow process.
Based on the information provided:
The data originates from a continuous flow process with a sample rate of 1 Hz.
In the first stage, Machines 1, 2, and 3 operate in parallel, with their outputs combined into a single step.
The combined output is measured in 15 locations, serving as the primary measurements for prediction.
Subsequently, in the second stage, Machines 4 and 5 process the output in series, with measurements taken again at the same 15 locations, which constitute the secondary measurements for prediction.
Given this setup, I am equipped to utilize Tableau or Power BI to analyze the data, create predictive models, and generate descriptive and exploratory visualizations. I am confident in my ability to extract insights from the data to support informed decision-making.
Please feel free to reach out if you have any further questions or if you would like to discuss the project in more detail.