一种改进变步长自适应扰动观察法的研究
A Study of Improved Variable Step Size Adaptive Disturbance Observation
摘要:
光伏板是对太阳能的有效利用手段,而最大功率跟踪则是优化此手段的重要途径。就目前来看,扰动观测法是MPPT应用较为广泛的一种方法,但传统扰动观察法存在跟踪速度与能量波动损失问题,针对于此,设计一种变步长自适应MPPT跟踪方法。该方法利用前后时刻功率差值作为占空比调节因子,并且设定阈值,留取一定的功率波动裕量,有效解决了上述存在问题,在此之外还能够进行自适应控制。通过Simulink建模仿真分析,与传统方法进行比较,得出该方法在跟踪的稳定性、快速性、与能量损耗减少方面具有明显优势。
Abstract:
Photovoltaic panels are effective means of solar energy utilization, and maximum power tracking is an important way to optimize this method. At present, the disturbance observing method is a widely used method of MPPT. However, the traditional disturbance observing method has the problems of tracking speed and energy fluctuation loss. In view of this, a variable step adaptive MPPT tracking method is designed. The method uses the power difference between the front and the rear moment as the duty cycle adjustment factor, and sets the threshold value, leaving a certain power fluctuation margin, which effectively solves the above existing problems; besides, it can also carry out adaptive control. By Simulink modeling and simulation analysis, compared with the traditional methods, the conclusion is drawn that the method has obvious advantages in terms of tracking stability, rapidity and energy loss reduction.
参考文献
|
[1]
|
金碚. 资源与环境约束下的中国工业发展[J]. 宏观经济管理, 2004(4): 5-14.
|
|
[2]
|
包婧文. 光伏产业: 回顾2015展望2016[J]. 太阳能, 2016(2): 79-80.
|
|
[3]
|
杨立勇, 毛鹏. 光伏发电系统的优化——建模、仿真和控制[M]. 北京: 机械工业出版社, 2014.
|
|
[4]
|
吴大中, 王晓伟. 一种光伏MPPT模糊控制算法研究[J]. 太阳能学报, 2011, 32(6): 808-813.
|
|
[5]
|
朱建波, 张正江, 朱志亮, 吴平. 基于 PI 调节占空比的自适应 MPPT 方法[J]. 计算机测量与控制, 2017, 25(7): 194-197.
|
|
[6]
|
陈亚爱, 周京华, 李津, 周玲玲. 梯度式变步长MPPT算法在光伏系统中的应用[J]. 中国电机工程学报, 2014, 34(19): 3156-3161.
|
|
[7]
|
赵波. 微电网优化配置关键技术及应用[M]. 北京: 科学出版社, 2016.
|
|
[8]
|
邱星星, 何怡刚. 基于功率预测的最优梯度变步长MPPT算法的研究[J]. 电源技术, 2016, 40(10): 1965-1968.
|
|
[9]
|
张兴, 曹仁贤等. 太阳能光伏并网发电及其逆变控制[M]. 北京: 机械工业出版社, 2016.
|