Next Article in Journal
A Simulation Study on Wear Monitoring and Prognosis in Electro-Mechanical Brakes for a Small Passenger Aircraft
Previous Article in Journal
A Novel Multi-Dimensional Synergistic Optimization Control Strategy for Enhanced Performance of Mining Dump Truck Hydro-Pneumatic Suspensions
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Research on Dual-Motor Cross-Coupled Synchronous Control of Flexographic Printing Pressure Integrating Hertz Theory and Fuzzy PI

1
Beijing Key-Laboratory of Digital Printing Equipment, School of Mechanical and Electrical Engineering, Beijing Institute of Graphic Communication, Beijing 102600, China
2
Masterwork Group Co., Ltd., Tianjin 300400, China
3
National International Joint Research Center of Deep Geodrilling Equipment, China University of Geosciences (Beijing), Beijing 100083, China
*
Authors to whom correspondence should be addressed.
Actuators 2026, 15(3), 160; https://doi.org/10.3390/act15030160
Submission received: 26 January 2026 / Revised: 5 March 2026 / Accepted: 6 March 2026 / Published: 10 March 2026
(This article belongs to the Section Actuators for Manufacturing Systems)

Abstract

This study addresses key challenges in high-precision industrial motion control, including dynamic load disturbances, nonlinear parameter coupling, and degradation in synchronization accuracy. A dual-motor cross-coupled synchronous control strategy is proposed, integrating Hertzian contact theory with an adaptive fuzzy PI control algorithm. First, a precise pressure measurement model for the printing contact zone is established based on Hertzian contact theory. The model quantitatively characterizes the relationship between structural parameters and pressure distribution. Key parameters include cylinder radius and plate thickness. This provides a theoretical foundation for precise regulation. Subsequently, a fuzzy PI controller with parameter self-tuning capability is incorporated into the motor speed loop, enabling real-time adjustment of control parameters to effectively compensate for system nonlinearities and time-varying disturbances. Furthermore, a cross-coupled synchronization architecture is designed to enable bidirectional compensation between the two motors, significantly improving synchronization accuracy under complex operating conditions. Simulations were performed in MATLAB/Simulink. The tests covered typical operational scenarios, including load start-up, single-motor disturbance, and multi-disturbance conditions. The results demonstrate that the proposed system achieves high performance: dual-motor speed synchronization accuracy reaches 99.5%; the response time for disturbance compensation is within 0.3 s; and printing-pressure fluctuation is confined to ±0.8%. This performance represents a 62.5% improvement in stability over conventional single-motor control systems. This research not only resolves the long-standing issue of pressure non-uniformity in flexographic printing but also provides a generalizable framework for multi-motor synchronous control in precision manufacturing. The findings offer substantial academic insight and practical value for advancing intelligent industrial measurement and control technologies.
Keywords: flexographic printing pressure control; cross-coupled synchronous control; fuzzy PI control; Hertz’s elastic contact theory; precision motion measurement; permanent magnet synchronous motor flexographic printing pressure control; cross-coupled synchronous control; fuzzy PI control; Hertz’s elastic contact theory; precision motion measurement; permanent magnet synchronous motor

Share and Cite

MDPI and ACS Style

Wu, S.; Huang, J.; Wei, S.; Li, J.; Kang, J.; Da, Q.; Yao, Y.; Dong, X.; Shi, S.; Chai, C. Research on Dual-Motor Cross-Coupled Synchronous Control of Flexographic Printing Pressure Integrating Hertz Theory and Fuzzy PI. Actuators 2026, 15, 160. https://doi.org/10.3390/act15030160

AMA Style

Wu S, Huang J, Wei S, Li J, Kang J, Da Q, Yao Y, Dong X, Shi S, Chai C. Research on Dual-Motor Cross-Coupled Synchronous Control of Flexographic Printing Pressure Integrating Hertz Theory and Fuzzy PI. Actuators. 2026; 15(3):160. https://doi.org/10.3390/act15030160

Chicago/Turabian Style

Wu, Shuqin, Jiashu Huang, Shuyuan Wei, Jialin Li, Jiajie Kang, Qiang Da, Yu Yao, Xinru Dong, Shubo Shi, and Chengwen Chai. 2026. "Research on Dual-Motor Cross-Coupled Synchronous Control of Flexographic Printing Pressure Integrating Hertz Theory and Fuzzy PI" Actuators 15, no. 3: 160. https://doi.org/10.3390/act15030160

APA Style

Wu, S., Huang, J., Wei, S., Li, J., Kang, J., Da, Q., Yao, Y., Dong, X., Shi, S., & Chai, C. (2026). Research on Dual-Motor Cross-Coupled Synchronous Control of Flexographic Printing Pressure Integrating Hertz Theory and Fuzzy PI. Actuators, 15(3), 160. https://doi.org/10.3390/act15030160

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop