Abstract: This work presents a methodology for data reconstruction based in operational modes recognition in dynamic processes, maintaining dynamic properties of registered variables in such database. To do this, an introduction of process and system is made, Characterizing the source of databases. Also, a review of data imputation methodology is presented, highlighting the main features of their procedures. Despite of count with several imputation methodologies, any of them are focused into ...
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