JOURNAL ARTICLE

Adaptively fuzzy iterative learning control for SRM direct-drive volume control servo hydraulic press

Abstract

Hydraulic press as a kind of very important press machining equipment has been widely used in national defense and civilian industry. This paper developed a new kind of hydraulic press that synthesizes the advantages of both hydraulic and SRM (Switched Reluctance Motor) driving technology. Aiming at the serious nonlinearity and time-variability existing in electro-hydraulic servo system of pump-controlled cylinder, the ILC (Iterative Learning Control) method was applied to track the shift curve. The fuzzy strategy was utilized to adjust the iterative learning gain adaptively in order to improve the convergence speed and precision of ILC. The simulation and experimental results show that the iterative learning speed is raised enormously by this method, and tracking of the slider shift curve with high response speed and control accuracy is realized.

Keywords:
Iterative learning control Control theory (sociology) Computer science Servomotor Convergence (economics) Servomechanism Servo Control engineering Hydraulic cylinder Hydraulic machinery Fuzzy logic Electronic speed control Fuzzy control system Servo control Nonlinear system Engineering Control (management) Artificial intelligence Mechanical engineering

Metrics

5
Cited By
2.26
FWCI (Field Weighted Citation Impact)
10
Refs
0.89
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Iterative Learning Control Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Advanced machining processes and optimization
Physical Sciences →  Engineering →  Mechanical Engineering
Tribology and Lubrication Engineering
Physical Sciences →  Engineering →  Mechanical Engineering

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