Next Article in Journal / Special Issue
Voltage Stability Analysis in HVDC Systems Using Jacobian Singularity and Saddle-Node Bifurcations
Previous Article in Journal
Experimental and Numerical Investigation of CFRP-Strengthened In-Plane Curved Steel Beams with Circular Hollow Cross-Section Subjected to Transverse Load
Previous Article in Special Issue
A Novel PID-LQR Controller Scheme to Enhance the Performance of Full-Bridge Boost Converter
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
This is an early access version, the complete PDF, HTML, and XML versions will be available soon.
Article

Global Dynamics and Stability of Automatic Ball Balancers Under Anisotropy and Non-Ideal Excitation

1
`Vinča’ Institute of Nuclear Sciences-National Institute of the Republic of Serbia, University of Belgrade, Mike Petrovića Alasa 12-14, 11351 Belgrade, Serbia
2
Faculty of Mechanical Engineering, University of Belgrade, Kraljice Marije 16, 11000 Belgrade, Serbia
*
Author to whom correspondence should be addressed.
Modelling 2026, 7(4), 135; https://doi.org/10.3390/modelling7040135 (registering DOI)
Submission received: 28 May 2026 / Revised: 27 June 2026 / Accepted: 2 July 2026 / Published: 4 July 2026
(This article belongs to the Special Issue Modelling of Nonlinear Dynamical Systems)

Abstract

This study presents the analysis of global dynamics and stability (e.g., coexisting attractors, Hopf bifurcation boundary) for a nonlinear rotor system with an automatic ball balancer (ABB). The presence of nonlinearity, anisotropy and non-ideal dynamics makes this system not fully understood. The Lagrangian is written explicitly in terms of the displacement of the rotor centre and the angular positions of the balls (x,y,ψ,φj). The kinetic energy separates into structural, unbalance coupling, and ball coupling blocks, and the Rayleigh dissipation function covers both support damping and race drag. The three families of equations of motion (translational, spin, ball) are compacted into the matrix form and solved numerically. Non-dimensionalisation introduces the seven groups (Ω, μun,μb,ε,β^,D^,Δ) with Δ being the anisotropy parameter. The results document bistability between the clustered and balanced ball configurations depending solely on ball initial conditions rather than rotor displacement, together with a basin of attraction analysis in which the balanced basin occupies only approximately 20% of ball initial-condition space. A three-dimensional stability map reveals a previously unreported phenomenon: narrow islands of stability at very low race damping, suggesting that effective balancing may not always require dissipation, alongside a two-lobe Hopf bifurcation boundary with a disconnected instability pocket. Anisotropy study uncovers that the rotor’s response is dominated by quasi-periodic torus attractor across almost the entire (93.5%) parameter space rather than the simple periodic balancing usually assumed, with a clean analytical rule identifying exactly when support asymmetry will resonantly amplify vibration. Together these findings point to design principles on ball seeding, damping selection, and permissible anisotropy.
Keywords: automatic ball balancers; nonlinear dynamics; stability; global dynamics; coexisting attractors; Hopf boundary automatic ball balancers; nonlinear dynamics; stability; global dynamics; coexisting attractors; Hopf boundary

Share and Cite

MDPI and ACS Style

Mirkov, N.; Pezo, M.; Jovanović, R.; Balać, M.; Peković, O. Global Dynamics and Stability of Automatic Ball Balancers Under Anisotropy and Non-Ideal Excitation. Modelling 2026, 7, 135. https://doi.org/10.3390/modelling7040135

AMA Style

Mirkov N, Pezo M, Jovanović R, Balać M, Peković O. Global Dynamics and Stability of Automatic Ball Balancers Under Anisotropy and Non-Ideal Excitation. Modelling. 2026; 7(4):135. https://doi.org/10.3390/modelling7040135

Chicago/Turabian Style

Mirkov, Nikola, Milada Pezo, Rastko Jovanović, Martina Balać, and Ognjen Peković. 2026. "Global Dynamics and Stability of Automatic Ball Balancers Under Anisotropy and Non-Ideal Excitation" Modelling 7, no. 4: 135. https://doi.org/10.3390/modelling7040135

APA Style

Mirkov, N., Pezo, M., Jovanović, R., Balać, M., & Peković, O. (2026). Global Dynamics and Stability of Automatic Ball Balancers Under Anisotropy and Non-Ideal Excitation. Modelling, 7(4), 135. https://doi.org/10.3390/modelling7040135

Article Metrics

Back to TopTop