A Control Strategy Based on Fuzzy Logic Control for Hybrid Distribution Transformer
Li Dawei1,2, Liang Deliang1,2, Gao Yachen1,2, Zhang Mingkang1,2, Zhang Lishi1,2
1. State Key Laboratory of Electrical Insulation and Power Equipment Xi’an Jiaotong University Xi’an 710049 China; 2. Shaanxi Key Laboratory of Smart Grid Xi’an Jiaotong University Xi’an 710049 China
Abstract:Hybrid distribution transformer (HDT) has rich voltage and current control functions. In order to better realize HDT DC bus voltage control, fuzzy logic control (FLC) is introduced into the traditional proportional-integral (PI) controller. By selecting the appropriate membership function, constructing the corresponding expert database, using the center of gravity method to resolve the fuzzy, a FLC-based HDT DC bus voltage control strategy is proposed to effectively improve the transient performance of the DC bus voltage control system. In Matlab/Simulink, simulation analysis is carried out for the control process during the power-on phase, grid voltage fluctuation and load power sudden change. The simulation results verify the correctness and feasibility of the designed FLC control.
李大伟, 梁得亮, 高亚晨, 张明康, 张立石. 一种基于模糊控制的混合式配电变压器的控制策略[J]. 电工技术学报, 2021, 36(zk2): 696-703.
Li Dawei, Liang Deliang, Gao Yachen, Zhang Mingkang, Zhang Lishi. A Control Strategy Based on Fuzzy Logic Control for Hybrid Distribution Transformer. Transactions of China Electrotechnical Society, 2021, 36(zk2): 696-703.
[1] 陈玉, 文明浩, 尹项根, 等. 配电变压器集成式级联STATCOM原理与设计[J]. 电工技术学报, 2018, 33(12): 2861-2872. Chen Yu, Wen Minghao, Yin Xianggen, et al.Prin-ciple and design of the cascaded STATCOM integr-ated with distribution transformer[J]. Transactions of China Electrotechnical Society, 2018, 33(12): 2861-2872. [2] 潘超, 苏昊, 蔡国伟, 等. 变压器直流偏磁下异常电流表征振动特性研究[J]. 电工技术学报, 2020, 35(9): 1868-1879. Pan Chao, Su Hao, Cai Guowei, et al.Research on characterization of core vibration by abnormal current of DC bias transformer[J]. Transactions of China Electrotechnical Society, 2020, 35(9): 1868-1879. [3] 张健磊, 高湛军, 陈明, 等. 考虑复故障的有源配电网故障定位方法[J]. 电工技术学报, 2021, 36(11): 2265-2276. Zhang Jianlei, Gao Zhanjun, Chen Ming, et al.Fault location method for active distribution networks considering combination faults[J]. Transactions of China Electrotechnical Society, 2021, 36(11): 2265-2276. [4] 杨志淳, 沈煜, 杨帆, 等. 考虑多元因素态势演变的配电变压器迁移学习故障诊断模型[J]. 电工技术学报, 2019, 34(7): 1505-1515. Yang Zhichun, Shen Yu, Yang Fan, et al.A transfer learning fault diagnosis model of distribution trans-former considering multi-factor situation evolution[J]. Transactions of China Electrotechnical Society, 2019, 34(7): 1505-1515. [5] 苏宇, 王强钢, 雷超, 等. 电能替代下的城市配电网有载调容配电变压器规划方法[J]. 电工技术学报, 2019, 34(7): 1496-1504. Su Yu, Wang Qianggang, Lei Chao, et al.A planning method of on-load capacity regulating distribution transformers in urban distribution network after electric energy substitution[J]. Transactions of China Electrotechnical Society, 2019, 34(7): 1496-1504. [6] 袁义生, 梅相龙, 张伟先, 等. 一种混合调制的五电平LLC谐振变换器[J]. 电机与控制学报, 2020, 24(6): 107-118. Yuan Yisheng, Mei Xianglong, Zhang Weixian, et al.Five-level LLC resonant converter with mix-modulation method[J]. Electric Machines and Control, 2020, 24(6): 107-118. [7] Bala S, Das D, Aeloiza E C, et al.Hybrid distribution transformer: development and field demonstration[C]//2012 IEEE Energy Conversion Congress and Expo-sition (ECCE), Raleigh, NC, USA, 2012: 4061-4068. [8] Sastry J, Bala S.Considerations for the design of power electronic modules for hybrid distribution transformers[C]//2013 IEEE Energy Conversion Congress and Exposition, Denver, CO, USA, 2013: 1422-1428. [9] Radi M A, Darwish M, Alqarni M, Voltage regulation considerations for the design of hybrid distribution transformers[C]//2014 49th International Universities Power Engineering Conference (UPEC), Cluj-Napoca, Romania, 2014: 1-6. [10] Radi M A, Darwish M.Var control considerations for the design of hybrid distribution transformers[C]//11th IET International Conference on AC and DC Power Transmission, Birmingham, UK, 2015: 1-9. [11] Burkard J, Biela J.Evaluation of topologies and optimal design of a hybrid distribution transformer[C]//2015 17th European Conference on Power Electro-nics and Applications (EPE'15 ECCE-Europe), Geneva, Switzerland, 2015: 1-10. [12] 朱桂萍, 王树民. 电能质量控制技术综述[J]. 电力系统自动化, 2002, 26(19): 28-31, 40. Zhu Guiping, Wang Shumin.A survey on power quality control technology[J]. Automation of Electric Power Systems, 2002, 26(19): 28-31, 40. [13] 付超, 高振, 孙玉巍, 等. 混合模块化直流固态变压器Ⅱ: 动态特性及快速响应控制[J]. 电工技术学报, 2019, 34(14): 2980-2989. Fu Chao, Gao Zhen, Sun Yuwei, et al.Hybrid modular direct current solid state transformer Ⅱ: dynamic characteristic and rapid response control[J]. Transactions of China Electrotechnical Society, 2019, 34(14): 2980-2989. [14] Liu Yibin, Liang Deliang, Liang Yang, et al.Design and analysis of the compounded control system of hybrid distribution transformer[C]//2018 IEEE Energy Conversion Congress and Exposition (ECCE), Portland, OR, USA, 2018: 3664-3668. [15] 阮毅, 陈伯时. 电力拖动自动控制系统[M]. 北京:机械工业出版社, 2009. [16] 胡寿松. 自动控制原理[M]. 北京: 科学出版社, 2013. [17] Kumarasabapathy N, Manoharan P, Gnana S.MATLAB simulation of UPQC for power quality mitigation using an ant colony based fuzzy control technique[J]. The Scientific World Journal, 2015(4): 1-9. [18] 张雷, 李航, 宋晓娜. 无刷直流电机直接转矩控制系统的优化设计[J]. 电机与控制学报, 2019, 23(10): 110-119. Zhang Lei, Li Hang, Song Xiaona.An optimization design method of direct torque fuzzy control systems for brushless DC motors[J]. Electric Machines and Control, 2019, 23(10): 110-119. [19] Zhang Mingkang, Liang Deliang.Design of the fuzzy PI control system for load voltage in hybrid distri-bution transformer[J]. The Journal of Engineering, 2019(16): 1798-1801. [20] 梁得亮, 柳轶彬, 寇鹏, 等. 智能配电变压器发展趋势分析[J]. 电力系统自动化, 2020, 44(7): 1-18. Liang Deliang, Liu Yibin, Kou Peng, et al.Analysis of development trend for intelligent distribution transformer[J]. Automation of Electric Power Systems, 2020, 44(7): 1-18.