Electric Power ›› 2023, Vol. 56 ›› Issue (10): 62-70.DOI: 10.11930/j.issn.1004-9649.202307008
• Key Technology of Active Support and Operation Control Monitoring of Wind Turbine and Farm • Previous Articles Next Articles
Yunpeng CHENG1(), Jianhua LI1, Shouguo CAI2(
), Xuebo ZHANG1, Yong WANG1, Ye LU1, Ying ZHU2
Received:
2023-07-04
Accepted:
2023-10-02
Online:
2023-10-23
Published:
2023-10-28
Supported by:
Yunpeng CHENG, Jianhua LI, Shouguo CAI, Xuebo ZHANG, Yong WANG, Ye LU, Ying ZHU. Improved Maximum Power Point Tracking Control of Power Signal Feedback Method for Permanent Magnet Synchronous Generator Considering Loss[J]. Electric Power, 2023, 56(10): 62-70.
风力机参数 | 数值 | 永磁同步电机参数 | 数值 | |||
风轮半径/m | 38.8 | 定子电阻/Ω | 0.001 | |||
转动惯量/(kg·m2) | 16000 | 永磁磁链/Wb | 10 | |||
切入/切出风速/(m·s–1) | 3/25 | 极对数 | 40 | |||
额定风速/(m·s–1) | 12 | d-q轴电感/H | 0.0015 | |||
最佳叶尖速比 | 8.1 | 额定功率/MW | 2.5 | |||
最大风能转换率 | 0.48 | 额定角速度/(rad·s–1) | 2.495 | |||
空气密度/(kg·m–3) | 1.225 | 铁耗模拟电阻/Ω | 25 |
Table 1 Simulation parameters of wind power generation system
风力机参数 | 数值 | 永磁同步电机参数 | 数值 | |||
风轮半径/m | 38.8 | 定子电阻/Ω | 0.001 | |||
转动惯量/(kg·m2) | 16000 | 永磁磁链/Wb | 10 | |||
切入/切出风速/(m·s–1) | 3/25 | 极对数 | 40 | |||
额定风速/(m·s–1) | 12 | d-q轴电感/H | 0.0015 | |||
最佳叶尖速比 | 8.1 | 额定功率/MW | 2.5 | |||
最大风能转换率 | 0.48 | 额定角速度/(rad·s–1) | 2.495 | |||
空气密度/(kg·m–3) | 1.225 | 铁耗模拟电阻/Ω | 25 |
永磁同步电机参数 | 数值 | |
定子电阻/Ω | 2 | |
d-q轴电感/H | 0.008 | |
永磁磁链/Wb | 0.25 | |
极对数 | 4 | |
额定功率/kW | 3 | |
额定转速/(r·min–1) | 750 |
Table 2 Parameters of experimental PMSG
永磁同步电机参数 | 数值 | |
定子电阻/Ω | 2 | |
d-q轴电感/H | 0.008 | |
永磁磁链/Wb | 0.25 | |
极对数 | 4 | |
额定功率/kW | 3 | |
额定转速/(r·min–1) | 750 |
1 | 张运洲, 张宁, 代红才, 等. 中国电力系统低碳发展分析模型构建与转型路径比较[J]. 中国电力, 2021, 54 (3): 1- 11. |
ZHANG Yunzhou, ZHANG Ning, DAI Hongcai, et al. Model construction and pathways of low-carbon transition of China’s power system[J]. Electric Power, 2021, 54 (3): 1- 11. | |
2 | 徐艳春, 蒋伟俊, 孙思涵, 等. 含高渗透率风电的配电网暂态电压量化评估方法[J]. 中国电力, 2022, 55 (7): 152- 162. |
XU Yanchun, JIANG Weijun, SUN Sihan, et al. Quantitative assessment method for transient voltage of distribution network with high-penetration wind power[J]. Electric Power, 2022, 55 (7): 152- 162. | |
3 | 周诗嘉, 杨光源, 彭光强, 等. 基于多相风力发电系统的容错控制策略研究[J]. 中国电力, 2022, 55 (7): 134- 141. |
ZHOU Shijia, YANG Guangyuan, PENG Guangqiang, et al. Dynamic coordination mechanism of DFIGs based on inertia response[J]. Electric Power, 2022, 55 (7): 134- 141. | |
4 | 赵骞, 邵一川, 姚兴佳, 等. 风电机组基于最优跟踪路径的改进型MPPT控制[J]. 中国电机工程学报, 2020, 40 (1): 282- 289, 394. |
ZHAO Qian, SHAO Yichuan, YAO Xingjia, et al. Improved MPPT control of wind turbine based on optimal tracking path[J]. Proceedings of the CSEE, 2020, 40 (1): 282- 289, 394. | |
5 | 陈载宇. 低风速风力机最大功率点跟踪控制的性能分析与改进方法[D]. 南京: 南京理工大学, 2019 |
CHEN Zaiyu. Performance analysis and improvement method of maximum power point tracking control for low wind speed wind turbine[D]. Nanjing: Nanjing University of Science and Technology, 2019. | |
6 |
GOLLA M, THANGAVEL S, SIMON S P. FPGA implementation of high-efficiency dynamic MPPT controller for wind energy conversion system using neural network[J]. Arabian Journal for Science and Engineering, 2022, 47 (11): 14491- 14506.
DOI |
7 |
VU V P, NGO V T, DO V D, et al. Robust MPPT observer-based control system for wind energy conversion system with uncertainties and disturbance[J]. IEEE Access, 2021, 9, 96466- 96477.
DOI |
8 | 田兵, 赵克, 孙东阳, 等. 改进型变步长最大功率跟踪算法在风力发电系统中的应用[J]. 电工技术学报, 2016, 31 (6): 226- 233, 250. |
TIAN Bing, ZHAO Ke, SUN Dongyang, et al. Promoted variable step maximum power point tracking algorithm used in the wind energy conversion system[J]. Transactions of China Electrotechnical Society, 2016, 31 (6): 226- 233, 250. | |
9 | 易磊, 谢雨龙, 曾凡炎, 等. 基于神经网络的改进扰动观察法MPPT控制[J]. 太阳能学报, 2022, 43 (4): 198- 203. |
YI Lei, XIE Yulong, ZENG Fanyan, et al. Improved perturbation observation method MPPT control based on neural network[J]. Acta Energiae Solaris Sinica, 2022, 43 (4): 198- 203. | |
10 | 商立群, 李帆. 基于自适应布谷鸟搜索和扰动观察法的光伏最大功率点跟踪[J]. 电力系统保护与控制, 2022, 50 (8): 99- 107. |
SHANG Liqun, LI Fan. PV power point tracking based on adaptive cuckoo search and perturbation observation method[J]. Power System Protection and Control, 2022, 50 (8): 99- 107. | |
11 |
BALBINO A J, DA S NORA B, LAZZARIN T B. An improved mechanical sensorless maximum power point tracking method for permanent-magnet synchronous generator-based small wind turbines systems[J]. IEEE Transactions on Industrial Electronics, 2022, 69 (5): 4765- 4775.
DOI |
12 | YOUSSEF A R, ALI A I M, SAEED M S R, et al. Advanced multi-sector P&O maximum power point tracking technique for wind energy conversion system[J]. International Journal of Electrical Power & Energy Systems, 2019, 107, 89- 97. |
13 | 许利通, 程明, 魏新迟, 等. 考虑损耗的无刷双馈风力发电系统功率反馈法最大功率点跟踪控制[J]. 电工技术学报, 2020, 35 (3): 472- 480. |
XU Litong, CHENG Ming, WEI Xinchi, et al. Power signal feedback control of maximum power point tracking control for brushless doubly-fed wind power generation system considering loss[J]. Transactions of China Electrotechnical Society, 2020, 35 (3): 472- 480. | |
14 | 李咸善, 徐浩, 杜于龙. 采用叶尖速比法和爬山搜索法相结合的风力发电系统最大功率点跟踪研究[J]. 电力系统保护与控制, 2015, 43 (13): 66- 71. |
LI Xianshan, XU Hao, DU Yulong. Maximum power tracking of wind power generation system using the combination of tip speed ratio method and climbing search method[J]. Power System Protection and Control, 2015, 43 (13): 66- 71. | |
15 |
YIN X X, LIN Y G, LI W, et al. Fuzzy-logic sliding-mode control strategy for extracting maximum wind power[J]. IEEE Transactions on Energy Conversion, 2015, 30 (4): 1267- 1278.
DOI |
16 | 陈家伟, 陈杰, 龚春英. 变速风力发电机组恒带宽最大功率跟踪控制策略[J]. 中国电机工程学报, 2012, 32 (27): 32- 38, 179. |
CHEN Jiawei, CHEN Jie, GONG Chunying. A constant-bandwidth MPPT strategy for variable-speed WECS[J]. Proceedings of the CSEE, 2012, 32 (27): 32- 38, 179. | |
17 | MOUSA H H H, YOUSSEF A R, MOHAMED E E M. State of the art perturb and observe MPPT algorithms based wind energy conversion systems: a technology review[J]. International Journal of Electrical Power & Energy Systems, 2021, 126, 106598. |
18 | BARMPATZA A C, KAPPATOU J C. PWM influence on the losses of a PMSG supplying a boost rectifier[C]//2016 XXII International Conference on Electrical Machines (ICEM). Lausanne, Switzerland. IEEE, 2016: 2015–2021. |
19 |
ZHU Z Q, XUE S S, CHU W Q, et al. Evaluation of iron loss models in electrical machines[J]. IEEE Transactions on Industry Applications, 2019, 55 (2): 1461- 1472.
DOI |
20 | 朱瑛, 程明, 花为, 等. 考虑损耗转矩的风力发电系统最大风能跟踪控制[J]. 中国电机工程学报, 2013, 33 (19): 39- 46, 21. |
ZHU Ying, CHENG Ming, HUA Wei, et al. Maximum power point tracking control for wind energy conversion systems considering loss torque[J]. Proceedings of the CSEE, 2013, 33 (19): 39- 46, 21. | |
21 |
KAZMI S M R, GOTO H, GUO H J, et al. A novel algorithm for fast and efficient speed-sensorless maximum power point tracking in wind energy conversion systems[J]. IEEE Transactions on Industrial Electronics, 2011, 58 (1): 29- 36.
DOI |
[1] | Dahu LI, Hongyu ZHOU, Yue ZHOU, Yuze RAO, Wei YAO. Multi-verse Optimization-based MPPT Design for PV-TEG System [J]. Electric Power, 2023, 56(11): 197-205. |
[2] | XUE Fei, MA Xin, TIAN Bei, WU Hui. Photovoltaic Global Maximum Power Tracking Based on Improved Dragonfly Algorithm [J]. Electric Power, 2022, 55(2): 131-137. |
[3] | QIU Gefei, ZHANG Chungang, ZHONG Zekun, YANG Xiaolong, ZI Yang. MPPT Analysis of Photovoltaic Power Generation System Based on P&O and IC Method [J]. Electric Power, 2017, 50(3): 154-160. |
[4] | GUO Yongming, YOU Xiaoke, LIU Guanqi. Small Signal Stability Optimal Designing of Direct-Driven Permanent Magnet Wind Power System Based on Sensitivity Analysis Method [J]. Electric Power, 2017, 50(2): 144-149. |
[5] | LIN Qirong, WANG Qiaoqiao, LIN Qiwei, LIN Lin, Dong Chenhui, LIU Hongxia. Research on MPPT Control of Partially Shaded Photovoltaic Array Based on Differential Evolution Algorithm [J]. Electric Power, 2015, 48(6): 39-44. |
[6] | ZHENG Xiang-yu, SHEN Wei-cheng, LI Cheng, LIU Xiu-liang, LI Zhen. Research and Verification of LVRT Control Techniques for Direct-Drive Wind Turbines [J]. Electric Power, 2013, 46(11): 100-104. |
[7] | YUAN Xiao-ling, CHEN Yu. Applications of Adaptive Particle Swarm Optimization Algorithm to MPPT of Shadow Photovoltaic Power Generation [J]. Electric Power, 2013, 46(10): 85-90. |
[8] | YANG Bai-jie, CHAO Qin, YI Hai-dong, REN Tian-hong. Influences of a VRB Energy Storage System on LVRT Characteristics of a Wind Farm [J]. Electric Power, 2013, 46(10): 78-83. |
[9] | LUAN Jun-shan, FENG Tao, CHEN Hua. Study on Maximum Power Point Tracking Control Strategy in PV Systems [J]. Electric Power, 2012, 45(11): 74-77. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||