Good Source Data Goes Beyond Sensors
When we consider the good source data required to power machine learning, we must consider the full life-cycle of the well. Most use-cases that OspreyData is building have moved beyond utilizing just a set of time-series sensor values. Well designs and
Source Data and Impacts of Data Quality
In using source data, understanding the behavior of a well can be tied to the details found in the signals provided by that well. However, what if those signals are somehow masking issues rather than illuminating them? To better explain,