Title :
Fuzzy control for a non-linear MIMO plant subject to control constraints
Author :
Steyn, Willem H.
Author_Institution :
Dept. of Electr. & Electron. Eng., Stellenbosch Univ., South Africa
fDate :
10/1/1994 12:00:00 AM
Abstract :
A rule based fuzzy controller is presented for attitude stabilization of a small satellite in low earth orbit. Active control Is done by using 3-axis magneto-torquing. A preferred torque vector can not always be generated from the magnetic coils in certain regions of the orbit, due to an unfavourable direction of the geomagnetic field vector. The main objective of an acceptable control algorithm will then be to optimize the control effort: minimize the desired influence on the controlled axis and minimize the undesired disturbances to the other axes. It was found that a fuzzy controller can achieve these goals in a computationally effective way, compared to other more involved MIMO algorithms, while performing just as well or better under similar conditions. This fuzzy controller solves the control constraint problem by choosing the best magneto-torquer, the polarity and switching instances
Keywords :
aerospace control; artificial satellites; attitude control; fuzzy control; multivariable control systems; nonlinear control systems; stability; 3-axis magneto-torquing; active control; attitude stabilization; control constraints; low earth orbit; nonlinear MIMO plant; polarity; rule based fuzzy controller; small satellite; switching instances; Attitude control; Coils; Fuzzy control; Geomagnetism; Gravity; Low earth orbit satellites; MIMO; Magnetic moments; Magnetic switching; Torque control;
Journal_Title :
Systems, Man and Cybernetics, IEEE Transactions on