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

机译:遗传算法优化的前馈-PID跟踪控制,用于坚固的电液系统设计

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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.
机译:坚固的电动液压系统是偏远和苛刻应用的首选。尽管比例阀阀具有低带宽,较大的死区和流量非线性,并且在构成坚固系统的工业级气缸中具有高度非线性的摩擦,但它们的维护比非常精密的精密伺服控制和伺服气缸系统要容易得多。为了使易于维护的系统能够与伺服系统相媲美,在此设计了一种前馈控制来补偿非线性。活塞排量的PID反馈已被串联使用,以吸收未建模的影响。所有控制器参数均已通过实数编码遗传算法进行了优化。步进和正弦曲线要求的实时响应与现代伺服系统实现的要求之间的一致性,清楚地确立了控制器设计的可接受性。

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