GA-optimized feedforward-PID tracking control for a rugged electrohydraulic system design

被引:39
作者
Sarkar, B. K. [1 ]
Mandal, P. [1 ]
Saha, R. [1 ]
Mookherjee, S. [1 ]
Sanyal, D. [1 ]
机构
[1] Jadavpur Univ, Dept Mech Engn, Kolkata 700032, India
关键词
Deadband; Friction; Real-time control; POSITION CONTROL; GENETIC ALGORITHMS; IDENTIFICATION; PERFORMANCE; ACTUATOR;
D O I
10.1016/j.isatra.2013.07.008
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Rugged electrohydraulic systems are preferred for remote and harsh applications. Despite the low bandwidth, large deadband and flow nonlinearities in proportional valves valve and highly nonlinear friction in industry-grade cylinders that comprise rugged systems, their maintenance are much easier than very sophisticated and delicate servocontrol and servocylinder systems. With the target of making the easily maintainable system to perform comparably to a servosystem, a feedforward control has been designed here for compensating the nonlinearities. A PID feedback of the piston displacement has been employed in tandem for absorbing the unmodeled effects. All the controller parameters have been optimized by a real-coded genetic algorithm. The agreement between the achieved real-time responses for step and sinusoidal demands with those achieved by modern servosystems clearly establishes the acceptability of the controller design. (C) 2013 ISA. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:853 / 861
页数:9
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