Systems and methods for generating an event-based data set using a computer implemented asset monitoring system are provided. An asset repository stores data related to one or more commissioned assets of an asset monitoring system. When event data is received from an asset, whether an asset maintenance record corresponding to the asset exists in the asset repository is determined based on comparing the data in the asset repository to the event data. When the asset maintenance record is determined to not exist in the asset repository, an asset identification record corresponding to the asset is rendered. The asset identification record comprises the event data and additional asset-related data collected from the asset. An event-based data set is generated based on the asset identification record.