NASA SBIR 2021-I Solicitation

Proposal Summary


   
Proposal Number:          21-1- S5.05-1293
          
          
   
Subtopic Title:
      Fault Management Technologies
          
          
   
Proposal Title:
      ARADISS: Adaptive Real-Time Anomaly Detection & Identi cation For Space Systems
          
          

Small Business Concern

   
Firm:
          
Global Technology Connection, Inc.
          
   
Address:
          
2839 Paces Ferry Road, Suite 1160, Atlanta, GA 30339
          
   
Phone:
          
(770) 803-3001                                                                                                                                                                                
          

Principal Investigator:

   
Name:
          
Jesse Williams
          
   
E-mail:
          
jwilliams@globaltechinc.com
          
   
Address:
          
2839 Paces Ferry Road, Suite 1160, 30339 - 5770
          
   
Phone:
          
(770) 803-3001                                                                                                                                                                                
          

Business Official:

   
Name:
          
Ash Thakker
          
   
E-mail:
          
athakker@globaltechinc.com
          
   
Address:
          
2839 Paces Ferry Road, Suite 1160, GA 30339 - 5770
          
   
Phone:
          
(770) 803-3001                                                                                                                                                                                
          

Summary Details:

   
Estimated Technology Readiness Level (TRL) :                                                                                                                                                          
Begin: 2
End: 4
          
          
     
Technical Abstract (Limit 2000 characters, approximately 200 words):

Space missions continue to increase in number, complexity, and time & cost constraints. To lead technological advancements and successfully execute these missions, NASA desires new & robust onboard automated fault management technologies that address the full range of hardware & software faults, are transparent & reusable across platforms. This will lead to reduced costs and improved autonomy, resilience, & mission quality especially in missions that cannot afford comprehensive fault management and have a higher mission risk tolerance.

 

Global Technology Connection, Inc., proposes ARADISS (Adaptive Real-time Anomaly Detection and Identification for Space Systems) framework applicable to virtually all electrically powered systems. It involves physics-guided machine learning models to detect and simultaneously locate faults. The feature learning ML models continue to learn in real-time to adapts to gradual system degradations which avoid extensive model training requirements. This technique has demonstrated comprehensive fault coverage with a high detection rate and a low detection latency in extensive tests on automobiles. Meaningful physical correlations to battery voltage fluctuations make this approach extremely transparent and immediately transferable to other platforms. These algorithms are computationally inexpensive to run and can be implemented on-board small space missions.

 

In Phase I, we propose to validate this framework on a UAV and show feasibility demonstration and applicability to future space mission platforms like NISAR, SWOT, Dragonfly, and SPHEREx.

In Phase II, our team will identify a space platform, tune, and test our algorithms in simulated environments for transition and space deployment in Phase III.

Aggressive commercialization activities would be carried out throughout all phases of this program, and Phase III will concentrate on technology transition for NASA and other commercial space applications

          
          
     
Potential NASA Applications (Limit 1500 characters, approximately 150 words):

The US accounts for 74% of the global investment in space exploration. It is expected to grow to over $20B by 2027 from $14.6B in 2017.  63% of the planned 80 space missions over the next decade are government missions. NASA JPL mission types that could potentially benefit from automated fault management technology are spacecraft, rovers/landers, space instruments, space habitats, and ground systems. Specific applicable missions are NISAR, SWOT, SPHEREx, and future rovers/rotorcrafts. The algorithms can be implemented onboard these platforms

          
          
     
Potential Non-NASA Applications (Limit 1500 characters, approximately 150 words):

Several US companies like Boeing, Lockheed Martin, Northrop Grumman, Raytheon, Space Systems, and SpaceX are active in the development of space technologies like spacecraft, satellites, & instruments and autonomous UAV systems. Our novel fault management technology will enable faster development, testing, and deployment timelines reducing the overall cost of missions.

          
          
     
Duration:     6
          
          

Form Generated on 04/06/2021 12:17:43