Page 175 - The Mechatronics Handbook
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                         If the transforming relations are restricted to be holonomic, the constraint conditions are implicit in
                       the transforming relations, and independent coordinates are assured. Consequently, all the terms in Eq.
                       (9.30) must vanish for independent virtual displacements, δq j , resulting in the n equations:

                                                        
                                                       d ∂T   ∂T
                                                      ----- ------- – ------- =  Q j             (9.31)
                                                            
                                                        
                                                      dt ∂q ˙ j  ∂q j
                       These equations become Lagrange’s equations through the following development. Restrict all the applied
                       forces, Q j , to be derivable from a scalar function, U, where in general, U = U(q j , q ˙ j  ),  and
                                                                  
                                                                 d ∂U
                                                           ------- +
                                                     Q j =  – ∂U  ----- -------  
                                                                  
                                                            ∂q j  dt ∂q ˙ j
                       The Lagrangian is defined as L = T − U, and substituted into Eq. (9.31) to yield the n Lagrange equations:
                                                        
                                                       d ∂L   ∂L
                                                      ----- ------- – ------- =  Q j             (9.32)
                                                            
                                                        
                                                      dt ∂q ˙ j  ∂q j
                       This formulation yields n second-order ODEs in the q j .
                       Dealing with Nonconservative Effects
                       The derivation of Lagrange’s equations assumes, to some extent, that the system is conservative, meaning
                       that the total of kinetic and potential energy remains constant. This is not a limiting assumption because the
                       process of reticulation provides a way to extract nonconservative effects (inputs, dissipation), and then
                       to assemble the system later. It is necessary to recognize that the nonconservative effects can be integrated
                       into a model based on Lagrange’s equations using the Q i ’s. Associating these forces with the generalized
                       coordinates implies work is done, and this is in accord with energy conservation principles (we account
                       for total work done on system). The generalized force associated with a coordinate, q i , and due to external
                       forces is then derived from Q i  = δW i /δ q i , where W i  is the work done on the system by all external forces
                       during the displacement, δq i .


                       Extensions for Nonholonomic Systems
                       In the case of nonholonomic constraints, the coordinates q j  are not independent. Assume you have m
                       nonholonomic constraints (m ≤ n). If the equations of constaint can be put in the form

                                             ∑ --------dq k + ------- dt =  ∑ a lk dq k +  a lt dt =  0  (9.33)
                                                       ∂a l
                                               ∂a l
                                               ∂q k    ∂t
                                             k                 k
                       where l indexes up to m such constraints, then the Lagrange equations are formulated with Lagrange
                       undetermined multipliers,  λ l . We  maintain  n coordinates,  q k , but the  n Lagrange equations are now
                       expressed [11] as


                                             d    ∂L   ∂L
                                             ----- -------- –  -------- =  ∑ λ l a lk ,  k =  1, 2,…,n  (9.34)
                                               
                                             dt ∂q ˙ 
                                                  k   ∂q k  l
                       However, since there are now m unknown Lagrange multipliers, λ l , it is necessary to solve an additional
                       m equations:

                                                       ∑  a lk q ˙ +  a lt =  0                  (9.35)
                                                             k
                                                        k

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