DouglasW. Brown1 , George Georgoulas1, Brian Bole1, Hai-Long Pei2, Marcos Orchard3, Liang Tang4, Bhaskar Saha5, Abhinav Saxena5, Kai Goebel5, George Vachtsevanos1
1Georgia Institute of Technology, Atlanta, GA, 30332, USA
2South China University of Technology, Guangzhou 510640 P.R. China
3Universidad de Chile, Santiago, Chile
4Impact Technologies, LLC., Rochester, NY 14623, USA
5NASA Ames Research Center, Moffett Field, CA 94035, USA
Abstract:
Actuator systems are employed widely in
aerospace, transportation and industrial processes
to provide power to critical loads, such as aircraft
control surfaces. They must operate reliably and
accurately in order for the vehicle / process to
complete successfully its designated mission. Incipient
actuator failure conditions may severely
endanger the operational integrity of the vehicle
/ process and compromise its mission. The
ability to maintain a stable and credible operation,
even in the presence of incipient failures,
is of paramount importance to accomplish “must
achieve” mission objectives. This paper introduces
a novel methodology for the fault-tolerant
design of critical subsystems, such as an Electro-
Mechanical Actuator (EMA), that takes advantage
of on-line, real-time estimates of the Remaining
Useful Life (RUL) or Time-to-Failure
(TTF) of a failing component and reconfigures
the available control authority by trading off system
performance with control activity. The primary
goal is to complete critical mission objectives
within a time window dictated by prognostic
algorithms so that the fault mode is accommodated
and an acceptable level of performance
maintained for the duration of the mission. The
proposed fault-tolerant control design is mathematically
rigorous, generic and applicable to a variety
of application domains. An EMA is used to
illustrate the efficacy of the proposed approach.