Abstract: A method, non-transitory computer readable medium, and data manager computing device comprises retrieving a time series data of a monitored asset based on one or more tags in response to a request. Further, a heterogeneous data based on the one or more tags is retrieved. Furthermore, a cause of an anomaly period in retrieved time series data of the monitored asset is determined based on the retrieved heterogeneous data. Finally, the determined cause of the anomaly period in the time series data in the monitored asset is provided.

Abstract: The present disclosure provides a system and method for managing data using semantic tags. The method may include providing a data model corresponding to a first set of tangible objects where the data model includes a first template class having both properties describing the set of tangible object and a set of semantic tags corresponding to the properties. The method may include receiving a class definition for a second template class for a second set of tangible objects where the second template class inherits, by the class definition, the properties and the sematic tags for the second set of tangible objects.