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面向起伏地形单轴跟踪器的线性规划回溯算法
A Linear Programming Approach to Backtracking for Single-Axis Trackers on Rolling Terrain
| 作者 | Kevin S. Anderson · Adam R. Jensen · Daniel M. Riley |
| 期刊 | IEEE Journal of Photovoltaics |
| 出版日期 | 2026年1月 |
| 卷/期 | 第 16 卷 第 2 期 |
| 技术分类 | 光伏发电技术 |
| 技术标签 | MPPT 地面光伏电站 组串式逆变器 |
| 相关度评分 | ★★★★ 4.0 / 5.0 |
| 关键词 |
语言:
中文摘要
本文提出一种基于线性规划的高效回溯算法,适用于起伏地形下单轴光伏跟踪器的阴影规避优化。通过以行拦截宽度为变量替代旋转角度,实现计算高效性与高精度,支持多约束条件,显著降低遮挡频率并提升发电量1%–2%。
English Abstract
In this article, we present a computationally efficient method for determining optimal backtracking rotations for single-axis solar trackers on nonuniform terrain. The method allows for ganged tracking, mechanical rotation constraints, uneven row spacing, and arbitrary maximum allowable shaded fractions (to enable “fractional backtracking”). As with previous 2-D approaches, the method is suitable for terrain that varies in the transverse direction with respect to the rotation axis of the trackers. The novelty of the method lies in formulating the problem of shade avoidance as a linear problem, which is achieved by using the row interception width as the optimization variable instead of rotation angles. Formulating backtracking as a linear problem enables the use of extremely efficient linear programming algorithms, making the method highly scalable, requiring less than 1 min to compute optimal rotation schedules for hundreds of trackers. It also produces more effective backtracking rotations, reducing the frequency of shading by 4× and improving system energy output by 1%–2%.
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SunView 深度解读
该算法可直接集成至阳光电源iSolarCloud智能运维平台,优化ST系列组串式逆变器配套单轴跟踪系统的实时回溯策略;尤其适用于山地/丘陵地面电站场景,提升PowerTitan等光储系统在复杂地形下的整体LCOE竞争力。建议在iSolarCloud V3.0中嵌入该LP求解模块,并适配SG系列跟踪器通信协议。