Mathematical Models of Flexible Spacecraft Dynamics : A Survey of Order Reduction Approaches

Abstract Increases in size and mechanical complexity of spacecraft result in increased complexity of the mathematical model of the spacecraft dynamics. In turn, this results in increased computational effort, increased difficulties in understanding the characteristics of the spacecraft dynamics, and increased difficulties in designing as well as implementing suitable algorithms for the control of the spacecraft dynamic motions. Reduction of the order (i.e. the complexity) of the mathematical open loop model with minimal loss of model accuracy, is therefore of prime importance. Literature contains descriptions of a large number of approaches towards open loop model order reduction. These have been surveyed from the point of view of usefulness for application to flexible spacecraft dynamics models. Six basic approaches have been identified, involving: (i) parameter optimization, (ii) aggregation, (iii) singular perturbation, (iv) modal dominance, (v) component cost analysis, and (vi) internal balancing, respectively. The latter three approaches appear to be most meaningful, and convenient in applications. The problem of model order reduction is reviewed, and each of the six approaches is discussed. The latter three approaches are applied to the case of a long, flexible beam in space, controlled with two line torquers.

[1]  Robert E. Skelton,et al.  Order reduction for models of space structures using modal cost analysis , 1982 .

[2]  Robert E. Skelton,et al.  COMPUTER AIDED DESIGN OF SUBOPTIMAL LQG CONTROLLER , 1983 .

[3]  S. Bingulac,et al.  On the minimal number of parameters in linear multivariable systems , 1976 .

[4]  M Balas,et al.  Attitude Stabilization of Large Flexible Spacecraft , 1981 .

[5]  Rama K. Yedavalli,et al.  Critical parameter selection in the vibration suppression of large space structures , 1984 .

[6]  R. Kálmán Mathematical description of linear dynamical systems , 1963 .

[7]  T. Johnson,et al.  An aggregation method for active control of large space structures , 1979, 1979 18th IEEE Conference on Decision and Control including the Symposium on Adaptive Processes.

[8]  B. Moore Principal component analysis in linear systems: Controllability, observability, and model reduction , 1981 .

[9]  Petar V. Kokotovic,et al.  Singular perturbations and order reduction in control theory - An overview , 1975, at - Automatisierungstechnik.

[10]  C. Gregory Reduction of large flexible spacecraft models using internal balancing theory , 1984 .

[11]  Petar V. Kokotovic,et al.  Singular perturbations and time-scale methods in control theory: Survey 1976-1983 , 1982, Autom..

[12]  Dragoslav D. Šiljak,et al.  Validation of reduced-order models for control systems design , 1982 .

[13]  R. Skelton,et al.  Controller reduction by component cost analysis , 1984 .

[14]  Dominique Bonvin,et al.  A generalized structural dominance method for the analysis of large-scale systems , 1982 .

[15]  L. Litz,et al.  Order Reduction of Linear State-Space Models Via Optimal Approximation of the Nondominant Modes , 1980 .

[16]  Richard Gran,et al.  A survey of the large structures control problem , 1979, 1979 18th IEEE Conference on Decision and Control including the Symposium on Adaptive Processes.

[17]  D. Buchanan,et al.  Space Station orbit keeping control system , 1985 .