The study selection from the data set includes a) pilot workload
(flight logbook) and the b) investigation of rotorcraft operation in
low-altitude environments (flight data of performed maneuvers).
The ability to compare and implement a modeling framework with
features that will explore the implications about system
environments correlated to the fight data and pilot logbook for
performance management with the Federal Aviation
Administration (FAA). As such, the selected data will explore the
difference of solutions for the recommendation needs in practices.
The understanding of system environments will allow the users
to be able to interpret the variable with insight using methods of
advance analytics. The practical framework descriptions will
demonstrate the benchmark of algorithms to improve results and
coordination among the algorithmically guided systems. The
predicted action-value based for planning enabling the decision to
be model according to the baseline of the algorithm and draw
results from the outputs (e.g., pilot workload and flight data of
performed maneuvers).
Data Set #1: Pilot workload (flight logbook): The data set
identifies the pilot’s workload of specific conditions and the flight
planning related to mission success and decisions. The change in
workload of pilots from a socio-technical aspect can be examined
between the differences of noticeable change and exposure to
performance parameters. This introduces an investigative
framework regarding the end of approach transition to hover
phase using applied advanced analytics techniques.
Data Set #2: Rotorcraft performance management (flight data of
performed maneuvers): The data set of rotorcraft operations
regarding flight data of performed maneuvers reveals the need to
maximize a performance management approach to bring
awareness according to environmental conditions and strategies.
The data set from the FAA will allow for the quality control of
flight maneuvers concerning performance management of
rotorcraft to implement a formal structure for analysis and new
insight in discoveries.
