The market is driven by factors such as an increase in the demand for predictive, prescriptive, and
condition-based maintenance through data shared by connected aircraft, growing demand for a better flight experience and the need for fast internet connectivity in aircraft & airports.
Lastly, we're looking at
condition-based maintenance plus, which is maintenance performed based on evidence of need, using data analytics and sensor data to better manage maintenance to provide less downtime for our fleet.
Honeywell's HUMS technology enables predictive,
condition-based maintenance using sensors on rotating parts, such as the main rotor, tail rotor and drivetrain, to measure the health and performance of these critical components on an aircraft.
Using conventional
condition-based maintenance is currently the norm and, although predictive maintenance remains an industry buzzword, there has been limited adoption to date, despite the vast potential to significantly reduce costs.
"The study results suggest that the most common use case for IoT in these industrial settings is
condition-based maintenance. The benefits go beyond operational improvements and maintenance cost avoidance," said Ralph Rio, vice president of enterprise software at ARC Advisory Group.
So far,
condition-based maintenance (CBM) has been mainly used for ship propulsion systems.
de/en), a Munich-based manufacturer of braking systems for rail and commercial vehicles, has implemented an analytics solution to foster intelligent fleet management and
condition-based maintenance.
The Advanced Analytics Platform incorporates machine learning, artificial intelligence and advanced analytics for accurate, repeatable prognostics used in
condition-based maintenance (CBM) and predictive health management (PHM).
Under what is known as
condition-based maintenance, OSIsoft, a San Leandro, California-based software company, is seeking to use big data to help the military keep up with the many repairs needed on weapon systems.
According to Modular, MineCare 3's advanced cloud computing, data monitoring, and analytics capabilities help resolve equipment issues quickly by predicting specific failure modes before they occur and enabling a
condition-based maintenance approach.
Huge potential savings in operating cost by using SHM for long term that facilitates
condition-based maintenance is expected to drive the SHM market for civil infrastructure.
Achieving cost savings of 50 percent with this new model, the Army can now focus on bringing in new analytics services such as
condition-based maintenance and data mining that can benefit all Army organizations.
