Analysis Models - Power BI provide information on Parquet Data Source Refresh history and Analysis Models Publish/Refresh details which is useful when identifying execution errors and other details. Each log item is recorded based on the system events.
Also, each log item indicates the system which created the log record. i.e. Data Pump, Scheduler along with the log details/message. These additional information can be downloaded as well. Default column view of the Logs page can be changed by adding more columns via the column chooser.