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You have time stamped performance indices of different machines on shop floor. These indices include noise index = h , temperature = t , vibrations

You have time stamped performance indices of different machines on shop floor. These indices include noise index= h,temperature= t,vibrations= g,performance= r. While modeling it as a multi-modal time series can you use CNN to detect future performance, breakdown probability (at given time t) and optimal maintenance schedule (best next maintenance date)? How? Model it as a constraint satisfaction problem (CSP) that handles time series data with time series forecasting methods. Provide diagram, pseudo code and highlight specific issues while detecting trends.

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