1. Increasing demand for reduced rotorcraft maintenance and improved operational safety has paved the way for Health Usage and Monitoring System (HUMS). HUMS is an acronym used throughout the helicopter industry to cover a range of airworthiness and maintenance-related monitoring functions. HUMS gained popularity in the early 1990s as a response to the relatively high helicopter accident rate in off shore operations in the North Sea [43].