← 返回
基于分割成本函数的单视界有限集模型预测控制的升压变换器及负载电流估计
Split Cost Function-Based Single-Horizon Finite-Set Model Predictive Control for Boost Converter With Loading Current Estimation
| 作者 | Fatemeh Rezayof Tatari · Hamed Bizhani · Grzegorz Iwanski |
| 期刊 | IEEE Journal of Emerging and Selected Topics in Power Electronics |
| 出版日期 | 2025年1月 |
| 技术分类 | 储能系统技术 |
| 技术标签 | 储能系统 模型预测控制MPC |
| 相关度评分 | ★★★★ 4.0 / 5.0 |
| 关键词 | 升压转换器 有限集模型预测控制 电感电流调节 负载电流估计 过流保护 |
语言:
中文摘要
提出一种鲁棒的单视界有限集模型预测控制FS-MPC方法用于控制升压变换器输出电压。与通过扩展预测视界解决变换器非最小相位NMP行为的长视界FS-MPC方法不同(从而增加计算量),所提方法通过将电感电流调节纳入成本函数来确保稳定电压调节。为此基于输入-输出功率平衡理论计算期望电感电流。与需要额外传感器测量负载电流的近期研究不同,本文开发了负载电流估计方法以消除额外电流传感器需求,从而增强所提FS-MPC方法的鲁棒性。传统FS-MPC用于直接电压调节时通常缺少的过流保护也纳入所提方法。传统成本函数也被修改以更有效地应对NMP行为。通过仿真结果评估所提方法在调节输出电压方面的性能。通过实验结果验证其在宽输出功率范围和各种负载特性(包括阻性、恒功率和恒流负载)下的有效性。结果表明所提方法不仅能消除超调和下冲,还可比精调的传统级联PI控制器改善建立时间41%。所提方法可比传统长视界FS-MPC方法减少84%计算负担。
English Abstract
This article presents a robust single-horizon finite-set model predictive control (FS-MPC) method for controlling the output voltage of boost converters. Unlike the long-horizon FS-MPC approach, which addresses the nonminimum phase (NMP) behavior of the converter by extending the prediction horizon (thereby increasing computational effort), the proposed method ensures stable voltage regulation by incorporating inductor current regulation into the cost function. To achieve this, the desired inductor current is calculated based on input–output power balance theory. Unlike recent studies that require an additional sensor to measure the loading current, this article develops a loading current estimation approach to eliminate the need for extra current sensors, thereby enhancing the robustness of the proposed FS-MPC method. In addition, overcurrent protection, which is typically absent in conventional FS-MPC used for direct voltage regulation, is also incorporated into the proposed method. The conventional cost function is also modified to tackle the NMP behavior more effectively. The performance of the proposed method in regulating the output voltage is evaluated through simulation results. Finally, its effectiveness across a wide range of output power and various load characteristics, including resistive, constant power, and constant current loads, is validated via experimental results. The results demonstrate that the proposed method is not only able to eliminate the overshoot and undershoot but also can improve the settling time by 41% compared with a well-tuned conventional cascaded proportional-integral (PI) controller. In addition, the proposed method can reduce the computational burden by 84% compared with the conventional long-horizon FS-MPC approach.
S
SunView 深度解读
该升压变换器MPC研究对阳光电源DC-DC变换器控制优化有重要参考价值。单视界FS-MPC通过分割成本函数解决NMP行为同时减少84%计算负担的技术路线与阳光ST系列储能变流器和SG系列光伏逆变器的嵌入式控制器算力限制高度契合。负载电流估计方法消除额外传感器降低成本可应用于阳光PowerTitan储能系统的BMS和PCS协同控制。过流保护集成和改善建立时间41%的性能提升为阳光电源在DC-DC变换器中应用MPC提供了实用方案。该研究对阳光拓展光伏MPPT、储能双向DC-DC和车载OBC的先进控制算法有重要参考价值。