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3. Make any final assignments on R elements that have not had their causality assigned through steps
                                       1 and 2, and again propagate causality as required. Any arbitrary assignment on an R element will
                                       indicate need for solving an algebraic equation.
                                    4. Assign any remaining bonds arbitrarily, propagating each case as necessary.
                                   Causality can provide information about system operation. In this sense, the bond graph provides a
                                 picture of how inputs to a system lead to certain outputs. The use of causality with a bond graph replaces
                                 ad hoc assignment of causal notions in a system. This type of information is also useful for understanding
                                 how a system can be split up into modules for simulation and/or it can confirm the actual physical
                                 boundaries of components.
                                   Completing the assignment of causality on a bond graph will also reveal information about the
                                 solvability of the system model. The following are key results from causality assignment.
                                     • Causality assignment will reveal the order of the system, which is equal to the number of inde-
                                       pendent energy storage elements (i.e., those with integral causality). The state variable (p or q)
                                       for any such element will be a state of the system, and one first-order differential equation will be
                                       required to describe how this state propagates through time.
                                     • Any arbitrary assignment of causality on an R element indicates there is an algebraic loop. The
                                       number of arbitrary assignments can be related to the number of algebraic equations required in
                                       the model.

                                 Developing a Mathematical Model
                                 Mathematical models for lumped-parameter mechanical systems will take the form of coupled ordinary
                                 differential equations or, for a linear or linearized system, transfer functions between variables of interest
                                 and system inputs. The form of the mathematical model should match the application, and one can readily
                                 convert between the different forms. A classical approach to developing the mathematical model will involve
                                 applying Newton’s second law directly to each body, taking account of the forces and torques. Commonly,
                                 the result is a second-order ordinary differential equation for each body in a system. An alternative is to
                                 use Lagrange’s equations, and for multidimensional dynamics, where bodies may have combined transla-
                                 tion and rotation, additional considerations are required as will be discussed in Section 9.6. At this point,
                                 consider those systems where a given body is either under translation or rotation.

                                 Mass-Spring-Damper: Classical Approach
                                 A basic mechanical system that consists of a rigid body that can translate in the z-direction is shown in
                                 Fig. 9.22(a). The system is modeled using a mass, a spring, and a damper, and a force, F(t), is applied

                                                  Rigid body, mass, m  F(t)  z           F(t)
                                                                                                V
                                                                      1 degree of
                                                                      freedom (DOF)
                                                                               dp
                                                                               dt        W
                                                 Spring,
                                                                                     F k   F b
                                                 with stiffness, k  Damper, with
                                                                    coefficient, b


                                                                                    F k     F b
                                                       Fixed Base (zero velocity)
                                                                                             V  =  0

                                                             (a)                        (b)

                                 FIGURE 9.22  Basic mass-spring-damper system: (a) schematic, (b) free-body diagram.


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