Pj. Mclellan, A DIFFERENTIAL-ALGEBRAIC PERSPECTIVE ON NONLINEAR CONTROLLER-DESIGN METHODOLOGIES, Chemical Engineering Science, 49(10), 1994, pp. 1663-1679
Considerable activity has occurred independently in the fields of nonl
inear geometric controller design and the solution of differential-alg
ebraic systems of equations. Recently, a differential-algebraic approa
ch to nonlinear controller design has been proposed. In this paper, th
e formal relationship between these approaches is identified. In parti
cular, it is shown that the index of the nonlinear inversion problem i
s equal to rho + 1, where rho is the relative order of the process. Th
e merits of the primary nonlinear control algorithms are assessed from
a differential-algebraic perspective. Error trajectory controllers of
fer the advantage of being index one differential-algebraic problems w
ith no associated initialization difficulties. In contrast, the nonlin
ear inversion and sliding mode control designs result in higher-order
index problems with initialization restrictions. The restrictions iden
tified for the nonlinear inverse design are related to the concept of
functional controllability from the nonlinear systems literature. The
relationship between the differential-algebraic design approach and th
e nonlinear geometric approach is extended to a class of processes des
cribed by nonlinear differential-algebraic equations. Finally, the non
linear controller design problem is analyzed graphically, highlighting
the differences between the various approaches.