您好,欢迎来到中国测试科技资讯平台!

首页> 《中国测试》期刊 >本期导读>用于无线传感器节点的太阳能MPPT算法研究

用于无线传感器节点的太阳能MPPT算法研究

2643    2018-02-27

免费

全文售价

作者:张湧涛, 郭颖

作者单位:华北理工大学电气工程学院, 河北 唐山 063210


关键词:无线传感器节点;太阳能电池;最大功率点;模糊滑模控制


摘要:

为使无线传感器节点能够高效地利用太阳能电池供应的能量,设计一款模糊滑模控制算法追踪太阳能电池的最大功率点。该算法的优势在于其滑动模态对加给太阳能供电系统的外界干扰具有自适应性。系统首先利用输出功率的误差构建滑模函数并且对其模糊化,再利用模糊逼近方法实现对太阳能电池非线性系统的快速、稳定控制,并增大跟踪的平滑性。与单独的滑模控制算法对比和仿真实验均表明,该算法的追踪速度快、稳定性好,这将使太阳能电池板发挥最大效益并为节点增加生命周期。


Research on solar energy MPPT algorithm for wireless sensor nodes

ZHANG Yongtao, GUO Ying

College of Electrical Engineering, North China University of Science and Technology, Tangshan 063210, China

Abstract: In order for wireless sensor nodes to make efficient use of the energy provided by solar cells, a fuzzy sliding mode control algorithm is designed to track the maximum power point of solar cells. The advantage of this algorithm is that its sliding mode is absolutely self-adaptive to the outside interference of the solar power supply system. The error of the output power used by system to construct the sliding mode function and to blur it, and then the rapid, precise control of the solar cell's nonlinear system is realized by using the fuzzy approximation method, and the smoothness of the tracking is increased. Comparison with the sliding mode control algorithm show that the algorithm has fast tracking speed and good stability, which will enable solar panels to maximize their benefits and increase life cycles for nodes.

Keywords: wireless sensor nodes;solar cells;maximum power point;fuzzy sliding mode control

2018, 44(2): 113-117  收稿日期: 2017-06-03;收到修改稿日期: 2017-07-10

基金项目: 

作者简介: 张湧涛(1958-),男,河北唐山市人,教授,研究方向为检测技术及智能装置、控制理论在过程控制中的应用。

参考文献

[1] 胡冠山,姚彦青. 无线网络传感器能量收集管理技术[J]. 传感器世界,2006,12(3):33-36.
[2] 李朝辉. 基于环境能量收集技术的无线传感网研究与设计[D]. 杭州:杭州电子科技大学,2015.
[3] 王大美. 无线传感器网络太阳能电源管理电路设计[D].长春:吉林大学,2014.
[4] 苏秀蓉,王正仕,马进红,等. 基于MPPT的太阳能智能充电控制器[J]. 机电工程,2013,30(9):1133-1136.
[5] YU G J, JUNG Y S, CHOI J Y, et al. A novel two-mode MPPT control algorithm based on comparative study of existing algorithms[J]. Solar Energy,2004,76(4):455-463.
[6] KUO Y C, LING T J, CHEN J F. A high-efficiency single-phase three-wire photovoltaic energy conversion system[J]. IEEE Transactions on Industrial Electronics,2003,50(1):116-122.
[7] HUA C, LIN J, SHEN C. Implementation of a DSP-controlled photovoltaic system with peak power tracking[J]. IEEE Transactions on Industrial Electronics,1998,45(1):99-107.
[8] 李晶,窦伟,徐正国,等. 光伏发电系统中最大功率点跟踪算法的研究[J]. 太阳能学报,2007,28(3):268-273.
[9] 张超,何湘宁. 非对称模糊PID控制在光伏发电MPPT中的应用[J]. 电工技术学报,2005,20(10):72-75.
[10] 张淼,吴捷. 滑模技术在PV最大功率追踪系统中的应用[J].电工技术学报,2005,20(3):90-93.
[11] 张自友,周大鹏. 改进滑模变结构永磁电机控制器研发[J].中国测试,2013,39(4):81-84.
[12] 赵清华. 无线传感器节点能量管理系统的研究[D]. 太原:太原理工大学,2010.
[13] 邹红叶. 硅薄膜太阳能电池的原理及其应用[J]. 物理通报,2009(5):56-57.
[14] VARANASI K K, NAVFEH S A. The Dynamics of lead-screw drives:low-order modeling and experiments[J]. Journal of Dynamic Systems Measurement & Control,2004,126(2):388-396.
[15] UTKIN V I, CHANG H C. Sliding mode control on electro-mechanical system[J]. Mathmatical Problems in Engineering,2002,8(4/5):451-473
[16] 荆红莉,赵鹏. 基于模糊控制的光伏发电系统MPPT设计[J]. 国外电子测量技术,2016,35(1):80-83.
[17] ALTAS I H, SHARAF A M. A novel on-line MPP search algorithm for PV arrays[J]. Energy Conversion IEEE Transactions,1996,11(4):748-754.
[18] KARNIK N N, MENDEL J M. Centroid of a type-2 fuzzy set[J]. Information Sciences,2001(132);195-220.
[19] 向红标,王收军,张春秋,等. Stribeck模型自适应滑模摩擦补偿控制[J]. 中国测试,2015,41(9):92-95.