利用卡尔曼滤波技术提高了热电发电机系统的MPPT性能

Khalid Yahya, M. Z. Bilgin, Tank Erfidan, B. Çakır
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引用次数: 12

摘要

本文提出了一种从热电发电机(TEG)源中获取最大功率点的扰动观测算法。本研究的主要贡献在于利用卡尔曼滤波对TEG的输出功率进行估计,根据运行条件重新调整TEG的特性。在实际应用中,由于TEG表面的热分布,功率曲线会出现扰动。为了使最大功率点跟踪(MPPT)算法顺利实现并克服干扰,采用了卡尔曼滤波。估计了输出功率曲线,为MPPT在单片机中的实现铺平了道路。实验验证了该采集系统的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Improving the performance of the MPPT for thermoelectric generator system by using Kalman filter
In this paper, perturb and observe (P&O) algorithm is presented to grab the maximum power point from Thermoelectric Generator (TEG) sources. The main contribution of this study relies on estimating the output power of TEG by using Kalman filter to readjust the characteristics of TEG with respect to operating conditions. In the real applications, there is a disturbance appears on the power curve due to the heat distribution on the TEG surfaces. For smooth implementation of the maximum power point tracking (MPPT) algorithm and to overcome the disturbance, Kalman filter is used. It is estimate the output power curve which paves the way for MPPT to be implemented easily in the microcontroller. The feasibility of the proposed harvesting system verified experimentally.
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