SBIR-STTR Award

Novel Spectral Enhancement for Incipient Fault Detection of Rotating Machinery Machinery
Award last edited on: 3/12/2002

Sponsored Program
SBIR
Awarding Agency
NASA : DRFC
Total Award Amount
$670,000
Award Phase
2
Solicitation Topic Code
-----

Principal Investigator
Silvio D'Orazio

Company Information

AI Signal Research Inc (AKA: ASRI)

2001 Nichols Drive SW
Huntsville, AL 35802
   (256) 551-0008
   asri@aisignal.com
   www.aisignal.com
Location: Single
Congr. District: 05
County: Madison

Phase I

Contract Number: ----------
Start Date: ----    Completed: ----
Phase I year
2000
Phase I Amount
$70,000
ASRI proposes to develop a low-cost PC-based Dynamic Signal Analyzer (DSA) utilizing a novel spectral enhancement method to provide incipient fault-detection capabilities for rotating machinery. Based on a new spectral analysis technique called Coherent Phase Line Enhancer (CPLE), the DSA will significantly enhance critical speed-related signatures in vibration measurements thus providing early detection for machinery health monitoring and diagnosis. Unlike the conventional method for Power Spectral Density (PSD) function estimation, the CPLE technique incorporates phase information into the spectral estimation process. This is achieved through detection of a unique coherent phase relationship associated with all speed-related signal components in the wave-number domain. Accordingly, the CPLE spectrum detects well-hidden fault-mechanism signatures (bearing, gear, rotor instability, etc.) that are often unnoticed by a conventional PSD. The significance of the proposed innovation is attributed to its enhanced capability to cope with severe operational environments where health-monitoring measurements are heavily corrupted by background noise. Successful development of CPLE-DSA can enhance incipient fault detection capability, reducing catastrophic engine failure risks and will improve reliability of NASA's advanced propulsion systems. Phase I will demonstrate feasibility and relative benefits of CPEL-DSA. In Phase II a PC-based CPLE-DSA hardware/software prototype will be built and tested for demonstration.

Potential Commercial Applications:
A portable low-cost Engine Health Monitoring System has strong commercial application. The commercial transportation and power generation industries will benefit from its availability as will the manufacturing sector where production lines frequently rely on critical, active machinery. Implementing an effective health monitoring system in these commercial arenas will reduce the risks of catastrophic hardware losses and plant down-time. The commercial potential for an effective CPLE-DSA in the market place has been recognized by several of ASRI's customers.

Phase II

Contract Number: ----------
Start Date: ----    Completed: ----
Phase II year
2001
Phase II Amount
$600,000
ASRI proposes to develop an advanced and commercially viable CPLE Health Monitoring System (CPLE-HMS) utilizing a novel spectral enhancement method to provide incipient fault-detection capabilities for rotating machinery. Based on a new spectral analysis technique called Coherent Phase Line Enhancer (CPLE), CPLE-HMS will significantly enhance all speed-related signatures in vibration measurements thus providing early detection of critical vibration signatures. Unlike the conventional Power Spectral Density (PSD) function method, the CPLE technique incorporates phase information into the spectral estimation process by detecting a unique coherent phase relationship associated with all speed-related signal components in the wave-number domain. Accordingly, the CPLE spectrum detects well-hidden fault-mechanism signatures (bearing, gear, rotor instability, etc.) that are often unnoticed by conventional PSD. The significance of the proposed innovation is attributed to its enhanced capability to cope with severe operational environments where health-monitoring measurements are heavily corrupted by background noise. The Phase I study has successfully demonstrated the feasibility and unique capability of CPLE-HMS as a reliable HMS. Phase II study will expand on Phase I to complete the design, development, and test of the prototype CPLE-HMS hardware/software system. Phase III objective is to build a fully integrated CPLE-HMS product for other commercial aircraft and manufacturing applications. POTENTIAL COMMERCIAL APPLICATIONS A portable low-cost Engine Health Monitoring System has strong commercial application. The commercial transportation and power generation industries will benefit from its availability as will the manufacturing sector where production lines frequently rely on critical, active machinery. Implementing an effective health monitoring system in these commercial arenas will reduce the risks of catastrophic hardware losses and plant downtime. The commercial potential for an effective CPLE-HMS in the market place has been recognized by several of ASRI's customers