Adaptive Control and the NASA X-15-3 Flight Revisited

In this paper, a new generation of hypersonic vehicles offers a far more effective way of launching small satellites or other vehicles into low-Earth orbit than expendable rockets. Additionally these aircraft facilitate quick response and global strike capabilities. Control of hypersonic vehicles is challenging due to the changes in the aircraft dynamics as the manuever takes the aircraft over large flight envelopes.The field of adaptive control began with the motivation that a controller that can adjust its parameters online could generate improved performance over a fixed-parameter counterpart. Subsequently, sobering lessons of tradeoffs between stability and performance directed the evolution of the field toward the design, analysis, and synthesis of stable adaptive systems. Various adaptive control methods have been developed for controlling linear and nonlinear dynamic systems with parametric and dynamic uncertainties.With the benefit of hindsight and subsequent research, the paper revisit the events of 1967 by examining "how and what if" scenarios.we analyze the X-15-3 aircraft dynamics and the Honeywell MH-96 adaptive controller in an effort to better understand how the sequence of events and the interplay between the controller and the aircraft dynamics might have led to the instability and resulting crash. It follows with a depiction of a Lyapunov-stability-based adaptive controller that incorporates gain scheduling and accommodates actuator magnitude saturation, which we denote as the gain-scheduled, magnitude-saturation-accommodating.

[1]  J. G. Ziegler,et al.  Optimum Settings for Automatic Controllers , 1942, Journal of Fluids Engineering.

[2]  Michael A. Bolender,et al.  A Non-Linear Model for the Longitudinal Dynamics of a Hypersonic Air-breathing Vehicle , 2005 .

[3]  Graham C. Goodwin,et al.  Adaptive filtering prediction and control , 1984 .

[4]  Naira Hovakimyan,et al.  Stable Adaptation in the Presence of Actuator Constraints with Flight Control Applications , 2007 .

[5]  Frank L. Lewis,et al.  Aircraft Control and Simulation , 1992 .

[6]  D. J. Garringer,et al.  SUMMARY OF FULL-SCALE LIFT AND DRAG CHARACTERISTICS OF THE X-15 AIRPLANE , 1966 .

[7]  Anuradha M. Annaswamy,et al.  Theoretically Verifiable Stability Margins for an Adaptive Controller , 2006 .

[8]  Shirley Dex,et al.  JR 旅客販売総合システム(マルス)における運用及び管理について , 1991 .

[9]  E. Lavretsky,et al.  Adaptive control of time-varying systems with gain-scheduling , 2008, 2008 American Control Conference.

[10]  Anthony J. Calise,et al.  Nonlinear adaptive flight control using neural networks , 1998 .

[11]  R. Mehra,et al.  Multiple-Model Adaptive Flight Control Scheme for Accommodation of Actuator Failures , 2002 .

[12]  Calvin R. Jarvis,et al.  Operational experience with x-15 reaction controls. , 1964 .

[13]  B. Boskovich,et al.  EVOLUTION OF THE HONEYWELL FIRST-GENERATION ADAPTIVE AUTOPILOT AND ITS APPLICATIONS TO F-94, F-101, X-15, AND X-20 VEHICLES , 1965 .

[14]  Dennis R. Jenkins,et al.  Hypersonics Before the Shuttle: A Concise History of the X-15 Research Airplane , 2000 .

[15]  John Kaneshige,et al.  Erratum on "Flight Dynamics and Hybrid Adaptive Control of Damaged Aircraft" , 2008 .

[16]  Bo Egardt,et al.  Stability of Adaptive Controllers , 1979 .

[17]  George B Merrick,et al.  X-15 AIRPLANE STABILITY AUGMENTATION SYSTEM , 1962 .

[18]  Kevin A. Wise,et al.  Flight Testing of Reconfigurable Control Law on the X-36 Tailless Aircraft , 2001 .

[19]  E. C. Holleman Control experiences of the X-15 pertinent to lifting entry , 1965 .

[20]  Lingji Chen,et al.  Adaptive Control Design for Nonaffine Models Arising in Flight Control , 2004 .

[21]  Anthony J. Calise,et al.  Adaptive Control of Advanced Fighter Aircraft in Nonlinear Flight Regimes , 2008 .

[22]  Manu Sharma,et al.  Application and Flight Testing of an Adaptive Autopilot on Precision Guided Munitions , 2006 .

[23]  Harold J. Walker,et al.  Stability and Control Derivative Characteristics of the X-15 Airplane , 1962 .

[24]  Meir Pachter,et al.  Reconfigurable tracking control with saturation , 1995 .

[25]  S. Sastry,et al.  Adaptive Control: Stability, Convergence and Robustness , 1989 .

[26]  Girish Chowdhary,et al.  Comparison of RBF and SHL Neural Network Based Adaptive Control , 2009, J. Intell. Robotic Syst..

[27]  Milton 0.Thompson FLIGHT TEST EXPERIENCE WITH ADAPTIVE CONTROL SYSTEMS , 2002 .

[28]  C. H. Wolowicz,et al.  Theoretical Stability Derivatives for the X-15 Research Airplane at Supersonic and Hypersonic Speeds Including a Comparison with Wind-tunnel Results , 1960 .

[29]  B. Boskovich,et al.  Evolution of the honeywell first-generation adaptive autopilot and its applications to F-94, F-101, X-15, and X-20 vehicles. , 1966 .

[30]  Anthony J. Calise,et al.  Nonlinear flight control using neural networks , 1994 .

[31]  E. J. Adkins,et al.  Adaptive flight control systems - pro and con , 1964 .

[32]  K.J. Astrom Adaptive control around 1960 , 1996, IEEE Control Systems.

[33]  B. Pasik-Duncan,et al.  Adaptive Control , 1996, IEEE Control Systems.

[34]  J. W. Modestino,et al.  Adaptive Control , 1998 .

[35]  Petros A. Ioannou,et al.  A robust direct adaptive controller , 1986 .

[36]  A. Morse,et al.  Global stability of parameter-adaptive control systems , 1979, 1979 18th IEEE Conference on Decision and Control including the Symposium on Adaptive Processes.

[37]  Andrea Serrani,et al.  Reference Command Tracking for a Linearized Model of an Air-breathing Hypersonic Vehicle , 2005 .

[38]  David G. Ward,et al.  Development and Flight Testing of a Parameter Identification Algorithm for Reconfigurable Control , 1998 .

[39]  S. P. Kárason,et al.  Adaptive Control in the Presence of Input Constraints , 1993, American Control Conference.

[40]  Anuradha M. Annaswamy,et al.  Adaptive control of hypersonic vehicles in the presence of modeling uncertainties , 2009, 2009 American Control Conference.

[41]  B. Anderson,et al.  Multiple model adaptive control. Part 1: Finite controller coverings , 2000 .

[42]  W. P. Lock,et al.  Operational experience with the x-15 reaction control and reaction augmentation systems , 1965 .

[43]  Robert F. Stengel,et al.  Online Adaptive Critic Flight Control , 2004 .

[44]  Nhan T. Nguyen,et al.  Flight Dynamics and Hybrid Adaptive Control of Damaged Aircraft , 2008 .

[45]  Roxanah B. Yancey,et al.  AERODYNAMIC-DERIVATIVE CHARACTERISTICS OF THE X-15 RESEARCH AIRPLANE AS DETERMINED FROM FLIGHT TESTS FOR MACH NUMBERS FROM 0.6 TO 3.4 , 1962 .

[46]  Lawrence W. Taylor Analysis of a Pilot Airplane Lateral Instability Experienced with the X-15 Airplane , 1961 .

[47]  Gang Tao,et al.  Adaptive control of plants with unknown hystereses , 1995 .

[48]  Robert C. Nelson,et al.  Flight Stability and Automatic Control , 1989 .

[49]  Anuradha M. Annaswamy,et al.  Robust Adaptive Control , 1984, 1984 American Control Conference.

[50]  Jean-Jacques E. Slotine,et al.  Adaptive sliding controller synthesis for non-linear systems , 1986 .

[51]  Ludwig Braun,et al.  Adaptive control systems , 1959 .