Hardware implementation of type-2 fuzzy logic control for single axis solar tracker

Q2 Mathematics
A. Krismanto, Radimas Putra Muhammad Davi Labib, H. Setiadi, Abraham Lomi, Muhammad Abdillah
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引用次数: 0

Abstract

Solar tracker widely maximizes solar energy harvesting by maintaining a perpendicular relative position between the sun and the solar panel. Single and dual-axis solar tracker controllers are the most control mechanisms that are widely implemented. The single-axis solar tracker (SAST) is preferable between those two control mechanisms due to economic and simpler control algorithm features. Many control algorithms have been proposed to improve the performance of SAST. The conventional proportional integral derivative (PID) controller has major limitations mainly corresponding to slower response. Moreover, it cannot handle the uncertainties of the sunlight. To overcome the problem, type 2-fuzzy logic control (T2-FLC) is proposed. The single-axis solar tracker controller based on T2-FLC is applied in Arduino and implemented in the hardware environment. It was monitored that the T2-FLC provides much better responses than the conventional controllers in terms of better dynamic response and more efficiency in harvesting solar energy.
单轴太阳能跟踪器的 2 型模糊逻辑控制的硬件实现
太阳能跟踪器通过保持太阳与太阳能电池板之间的垂直相对位置,最大限度地收集太阳能。单轴和双轴太阳能跟踪控制器是目前应用最广泛的控制机制。在这两种控制机制中,单轴太阳能跟踪器(SAST)因其经济性和更简单的控制算法而更受欢迎。为了提高单轴太阳能跟踪器的性能,人们提出了许多控制算法。传统的比例积分导数(PID)控制器有很大的局限性,主要是响应速度较慢。此外,它还无法处理阳光的不确定性。为了克服这一问题,提出了 2 型模糊逻辑控制(T2-FLC)。基于 T2-FLC 的单轴太阳能跟踪器控制器应用于 Arduino 并在硬件环境中实现。监测结果表明,T2-FLC 在动态响应和太阳能收集效率方面均优于传统控制器。
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来源期刊
CiteScore
2.90
自引率
0.00%
发文量
782
期刊介绍: The aim of Indonesian Journal of Electrical Engineering and Computer Science (formerly TELKOMNIKA Indonesian Journal of Electrical Engineering) is to publish high-quality articles dedicated to all aspects of the latest outstanding developments in the field of electrical engineering. Its scope encompasses the applications of Telecommunication and Information Technology, Applied Computing and Computer, Instrumentation and Control, Electrical (Power), Electronics Engineering and Informatics which covers, but not limited to, the following scope: Signal Processing[...] Electronics[...] Electrical[...] Telecommunication[...] Instrumentation & Control[...] Computing and Informatics[...]
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