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Normal Form for High-Dimensional Nonlinear System and Its Application to a Viscoelastic Moving Belt
This paper is concerned with the computation of the normal form and its application to a viscoelastic moving belt. First, a new computation method is proposed for significantly refining the normal forms for high-dimensional nonlinear systems. The improved method is described in detail by analyzing the four-dimensional nonlinear dynamical systems whose Jacobian matrices evaluated at an equilibrium point contain three different cases, that are, (i) two pairs of pure imaginary eigenvalues, (ii) one nonsemisimple double zero and a pair of pure imaginary eigenvalues, and (iii) two nonsemisimple double zero eigenvalues. Then, three explicit formulae are derived, herein, which can be used to compute the coefficients of the normal form and the associated nonlinear transformation. Finally, employing the present method, we study the nonlinear oscillation of the viscoelastic moving belt under parametric excitations. The stability and bifurcation of the nonlinear vibration system are studied. Through the illustrative example, the feasibility and merit of this novel method are also demonstrated and discussed.
Bifurcation and stability analysis of nonlinear differential equations is one of the challenging problems of mathematicians and engineers. Normal form theory is one of the most important tools for such analysis [1–3]. The normal form theory for differential equations can be dated back to the pioneer works of the renowned mathematician Poincaré . He tried to use some change of variables to alter nonlinear systems into linear ones. The idea of the method is to simplify the system such that the topological behavior of the system in the vicinity of a singularity point remains unchanged.
Some recent developments of the theory of normal form can be found in [5–15]. Chen et al.  presented the renormalization group theory, which was used for the search of normal forms for large classes of finite-dimensional vector fields [6–8]. Stróżyna and Żołądek [9, 10] made use of the time rescaling to achieve the results on the orbital equivalence of vector fields. In addition, Dullin and Meiss  and Murdock  dealt with the problems for the normal forms of nilpotent systems, whose linear part about the origin is a nilpotent matrix. Benderesky and Churchill [13, 14] and Sanders  studied the spectral sequences for the normal forms of vectors. Such spectral sequences can provide valuable information on the normal forms.
On the other hand, Kuznetsov  considered the normal form theory in an application-oriented way for computation of high-dimensional nonlinear systems. Zhang and his coworkers [17, 18] employed the adjoint operator method to obtain the higher-order normal forms of high-dimensional nonlinear dynamical systems and the associated nonlinear transformations. Zhang and Leung  considered a general four-dimensional normal form of a double Hopf bifurcation. Yu and his associates [20–22] developed efficient computing methods for parametric normal forms. They also applied the new method to consider controlling bifurcations of the nonlinear dynamical systems. Chen and Dora  were devoted to the development of effective methods for further reductions of the classical normal forms for complex dynamical systems. From a practical point of view, a better understanding and knowledge of the normal forms of various complex nonlinear systems will further promote the potential interest for the analysis of real engineering problems.
The normal form theory plays an important role in the study of bifurcation behavior of differential dynamical systems. Itovich and Moiola  made use of the frequency domain and the normal form methodologies to analyze the unfolding of a nonresonant double Hopf singularity. Zhang et al.  employed the center manifold reduction and normal form method to obtain the singular bifurcation of a ring of three coupled advertising oscillators with delay. Jiang and Yuan  studied the classical Van Der Pol equation with Bogdanov-Takens singularity and bifurcation. Gattulli et al.  analyzed the postcritical behavior of a single degree of freedom system equipped with a Tuned Mass Damper for double Hopf bifurcation in the neighbourhood of 1 : 1 resonance. Using the normal form method and the center manifold theory, Li and his associates  investigated the double Hopf bifurcation of the trivial equilibrium for delay-coupled limit cycle oscillators. Buono and Belair  studied the normal form of a vector field, which is generated by a scalar delay-differential equations at nonresonant double Hopf bifurcation points.
Some of the above works use the Jordan canonical form of the leading matrix . However, it is well known that handling the eigenvalues and Jordan canonical forms is very difficult in computer algebra system. In this paper, a new computation method by direct computation is developed to refine the normal forms for high-dimensional nonlinear systems. We do not need to compute the Jordan canonical form of nor its eigenvalues. Our method is applicable in both the nilpotent and the nonnilpotent cases.
In this paper, we will develop an efficient method for computing the normal forms directly for general four-dimension systems and apply the method to consider controlling bifurcations. The approach is efficient since it does not require the computation of the Jordan canonical form of or its eigenvalues. Besides, the proposed method is applied to investigate the nonlinear oscillations of a viscoelastic moving belt under parametric excitations. The rest of the paper is organized as follows. In Section 2, the essential idea behind the method in  is briefly introduced. The new computation method is described in detail by analyzing the four-dimensional nonlinear dynamical systems in Section 3. The applications to stability and bifurcation analysis on the viscoelastic moving belt are presented in Sections 4 and 5 to show the efficiency of the method. Finally, conclusions are drawn in Section 6.
2. Normal Forms for Nonlinear System
Consider a dynamical system described by the following differential equation: where represents the linear part, is the Jacobian matrix, and denotes the th-order vector homogeneous polynomials of .
Without loss of generality, is expressed in terms of the standard Jordan canonical form. Note that system (1) is assumed to have an equilibrium at the origin .
Employing the normal form theory, we introduce a linear operator as follows: Hence, we can write where represents the range of and is the complementary space to .
Hence, the th-order terms can be simplified to
The rationale for the classical normal form theory can be explained by the following theorem (see ).
Theorem 1. Let the notations be the same as above. Suppose that the decomposition (7) is given for . Then, there exists a sequence of near identity changes of variables , in which . Therefore, the dynamical system (1) is transformed into where for .
By applying the Takens normal form theory , one arrives at the th-order normal form , while those parts belonging to can be removed by properly choosing the coefficients of the nonlinear transformation .
3. Computation of Normal Forms and Their Coefficients
Consider a four-dimensional generalized averaged system with -symmetry governed by where ; that is and .
At the same time, (6) becomes The problem at hand is to determine , so that contains the smallest possible number of monomials.
Consider the following three cases of the Jordan matrix in four-dimensional nonlinear systems.(i)The Jordan matrix has two pairs of pure imaginary eigenvalues.(ii)The Jordan matrix has one nonsemisimple double zero and a pair of pure imaginary eigenvalues.(iii)The Jordan matrix has two nonsemisimple double zero eigenvalues.
It is easy to see that the three-order polynomial solutions in four variables can be obtained from (12). To achieve this, we write with and to be determined later.
For the case (i), (12) can be expressed aswhere , , , and .
Then, we solve the following equations:
For the case (ii), we obtain
and we need to solve the following equations:
Finally, the case (iii) leads to
Similarly, the following equations must be solved:
Let Substituting (23) into (18a)–(18d), (20a)–(20d), and (22a)–(22d), separately, the following three sets of 3-order nonlinear algebraic equations are resulted.(i)For the case of two pairs of pure imaginary eigenvalues, we arrive at (ii)For the case of one nonsemisimple double zero and a pair of pure imaginary eigenvalues, we get (iii)For the case of two nonsemisimple double zero eigenvalues, we derive
It should be clear that if one of the components of is completely negative. We choose the lexicographical order on the set .
Let , , , and . Then, we have Substituting (27) into (24)–(26) gives the following three conclusions.(i)For the case of two pairs of pure imaginary eigenvalues, we have Let be given arbitrarily. We can determine by the above formulae to achieve for , , and . In fact, we have The remaining equation is (for ) (ii)For the case of one nonsemisimple double zero and a pair of pure imaginary eigenvalues, (25) becomes In view of (31), we have Hence, the remaining equation is given by (for ) (iii)For the case of two nonsemisimple double zero eigenvalues, we deduce Similarly, making use of (34) leads to
We determine all for as functions of , which may be solved in some cases by making some of the terms equal zeroes.
4. Application to a Viscoelastic Moving Belt Model
In this section, we apply the proposed method in Section 3 to a parametrically excited viscoelastic moving belt with the external damping. Consider the viscoelastic moving belt model  with cross-sectional area , length between two end supports, axial velocity , and viscous damping coefficient as shown in Figure 1. A Cartesian coordinate system (Oxyz) is adopted, which is located in the plane of the viscoelastic moving belt. Another coordinate system is a moving coordinate fixed on the belt. The and denote the displacements in the and directions, respectively. It is assumed that the tension is characterized as a small periodic perturbation on the steady-state tension ; that is, . Since the belt tension is assumed to dominate the transverse stiffness, the bending stiffness of the viscoelastic moving belt is neglected. The equations of motion for the transverse vibration of the belt are based on an axially moving string model. The nondimensional nonlinear governing equation of motion for the viscoelastic moving belt under parametric excitations can be written as follows [31–33]: where the comma subscript denotes the partial differentiation, and The boundary conditions are imposed by
In the subsequent analysis, we use the method of multiple scales and Galerkin’s approach in the partial differential governing equations of the viscoelastic moving belt. We introduce the mass, gyroscopic, and linear stiffness operators as follows: Substituting (41) into (37) leads to the standard symbolic form
To obtain a system that is suitable for the application of the method of multiple scales, we introduce the scale transformations where is the small perturbation parameter.
Substituting (43) into (42), we obtain the following dimensionless nonlinear system under parametric excitations The method of multiple scales can now be applied to search for the uniform solutions of (44) in the following form: where .
The differential operators of the method of multiple scales can be defined aswhere , .
In this paper, we investigate the case of primary parametric resonance for the nth and lth order modes of (44), and we introduce the following linear transformation: Then, the four-dimensional averaged equations in the Cartesian form can be obtained aswhere the coefficients presented in (48a)–(48d) are listed in the appendix.
5. Stability and Bifurcation Analysis on the Viscoelastic Moving Belt
The characteristic equation corresponding to the trivial zero solution is
The eigenvalues of the above equations are
Take a linear transformation of coordinate as follows: where is the matrix of the eigenvectors of the linear part in (49a)–(49d), After substituting the above transformation into (49a)–(49d), one obtains the equations in new complex coordinate as follows:
The first two equations are independent of the last two. The last two equations describe rotations in the planes and with angular velocities and , respectively. This does not change the bifurcation diagrams. So, it is enough to study the first two equations. Therefore, we can study the original four-dimensional system (49a)–(49d) by analyzing the planar system
This system is called the amplitude system. The trivial equilibrium, , , corresponds to the trivial equilibrium of the original system. The study of the amplitude system is simplified if we use squares of the amplitudes as follows: The equations for read
The behavior of systems (61a) and (61b) depends on the coefficients of and . We start our analysis with the case when and . The case and can be reduced to the previous one by time reversal. The choices and imply that both of the primary Hopf bifurcations are supercritical and stable.
The nontrivial equilibrium can bifurcate. Suppose that and . The opposite case can be treated similarly. The Hopf bifurcation and consequent existence of cycles are only possible in following three cases: , ; , , ; , , .
The numerical simulation result is given in Figure 2, which is the trajectory from the 4-dimensional space into the 3-dimensional space . Figure 2 shows the trajectory of the systems (61a) and (61b) for , , , , , , , , , , , , and .
An efficient method for computing the normal form of high-dimensional nonlinear systems is presented in this paper. This computation method is applied to obtain the normal form of the averaged equation for the viscoelastic moving belt under parametric excitations. Based on the current studies, it is found that the newly developed computation method improves the classical normal form. Therefore, it is a further reduction of the classical normal form. Meanwhile, the normal form derived herein is used to explore the bifurcation and stability analysis of axially viscoelastic moving belts under parametric excitations.
In contrast to earlier works, this article argues that the normal forms of high-dimensional nonlinear systems may always be achieved without computing either the Jordan canonical form of or its eigenvalues. This significantly reduces the difficulties which other computing methods may face in obtaining normal forms. Therefore, it is more convenient to utilize the approach developed here to compute the normal forms of averaged equations for different resonant cases. It is also found that the normal form of the averaged equation by using the new method is simpler than those obtained in [17, 31]. This is very useful for the complex behavior patterns analysis of the nonlinear dynamical systems in an abstract sense. Therefore, this has opened the area for more research works.
The coefficients in the averaged system (48a)–(48d) are presented as follows, where , , , and are given in (38) and (48a)–(48d). The terms are complex eigenfunctions of the displacement field, the detailed derivations of in and can be referred to [25, 27].
Conflict of Interests
The authors declare that there is no conflict of interests regarding the publication of this article.
The authors gratefully acknowledge the support of the National Natural Science Foundations of China (NNSFC), through Grant nos. 11302184 and 11202189, the Scientific Research Fund of Zhejiang Provincial Education Department, through Grant no. Y201121157, and the Scientific Research Foundation of Xiamen University of Technology, through Grant no. 90030631. We are also grateful for helpful comments which were provided by Wei Zhang at the Beijing University of Technology.
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