Robust adaptive speed control for DC motor using novel weighted E-modified MRAC

A. Humaidi, A. H. Hameed, Mustafa R. Hameed
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引用次数: 20

Abstract

Novel Adaptive law modification termed “weighted e-modification” for MRAC is presented in this paper. Speed control of DC motor with mismatched disturbance load torque is considered; totally unknown model parameters and only upper bounded fast load torque are dealt with. The proposed modification approached the advantages of the performance of the non-modified MRAC and the robustness of the e-modified MRAC. The simulations results showed that weighted e-modification technique speed response has better performance than classical e-modification technique and the non-modified MRAC because it gathered the advantage of the two of performance and robustness; control action resulting from weighted e-modification had better performance than e-modification and avoided the robustness failure due to adaptive gains drift of the non-modified MRAC. MRAC adaptive gains drifted up to unbounded limit due to disturbance while uniform boundedness of adaptive gains are achieved by e-modification and weighted e-modification.
基于加权e修正MRAC的直流电动机鲁棒自适应速度控制
提出了一种新的自适应律修正方法——加权e-修正法。研究了扰动负载转矩不匹配时直流电机的转速控制问题;模型参数完全未知,且仅处理快速负载转矩上界。所提出的改进方法兼顾了未修改MRAC的性能优势和电子修改MRAC的鲁棒性。仿真结果表明,加权电子修正技术的速度响应性能优于经典电子修正技术和未修正的MRAC,因为它综合了性能和鲁棒性两者的优点;加权e-修正后的控制动作比e-修正后的控制动作性能更好,避免了未修正MRAC自适应增益漂移导致的鲁棒性失效。MRAC自适应增益由于干扰而漂移到无界极限,通过e-修正和加权e-修正使自适应增益达到均匀有界性。
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