优化直流-直流升压器的效率和性能:用于增强模型预测控制的牛顿-拉斐森方法

Osamah N. Neamah, Aadil S. Abumelh, R. Bayir
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引用次数: 0

摘要

直流-直流升压器是一种广泛应用于电动汽车、可再生能源系统、微电网和各种应用的技术,本研究介绍了一种利用牛顿-拉夫逊优化的创新方法,以增强直流-直流升压器中的模型预测控制(MPC)。在解决传统 MPC 和其他控制器(如磁滞控制器 (HC) 和比例积分控制器 (PI))中观察到的明显过冲和振荡等固有挑战时,所提出的方法表现出了显著的效率。牛顿-拉夫逊优化法的应用显著改善了直流-直流升压器的性能,为优化这些关键系统的控制策略提供了一条大有可为的途径。这一进步蕴含着巨大的潜力,可大大提高直流-直流升压器在各种运行情况下的稳定性和有效性,从而在关键应用的控制系统领域取得显著进步。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimizing Efficiency and Performance in DC-DC Boosters: A Newton-Raphson Approach for Enhanced Model Predictive Control
This study introduces an innovative approach leveraging Newton-Raphson optimization to enhance the control of Model Predictive Control (MPC) in DC-DC Boosters, a technology extensively employed in electric vehicles, renewable energy systems, microgrids, and diverse applications. In addressing inherent challenges such as pronounced overshoot and oscillations observed in traditional MPC and other controllers like Hysteresis Controller (HC) and Proportional-Integral (PI), the proposed method demonstrates remarkable efficiency. The application of Newton-Raphson optimization yields significant improvements in the performance of the DC-DC Booster, presenting a promising avenue for optimizing control strategies in these crucial systems. This advancement holds great potential to substantially contribute to the stability and effectiveness of DC-DC Boosters across various operational scenarios, thereby making notable strides in the field of control systems for critical applications.
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