1. A method for detecting and diagnosing pressure change events in a turbine compressor, the method comprising: mounting a dynamic pressure sensing device to the turbine compressor via an opening in a wall of the turbine compressor; receiving, by a control system, continuous dynamic pressure data from the dynamic pressure sensing device, wherein the continuous dynamic pressure data is associated with one or more pressure change events; correlating the one or more pressure change events with one or more component failures of the turbine compressor; based at least in part on the correlation, diagnosing the one or more component failures; predicting one or more future component failures based at least in part on the continuous dynamic pressure data; and based at least in part on the prediction, providing one or more countermeasures to mitigate the one or more future component failures.