Real-time implementation of grey fuzzy terminal sliding mode control for PWM DC-AC converters

被引:31
|
作者
Chang, E. -C. [1 ]
Liang, T. -J. [1 ]
Chen, J. -F [1 ]
Chang, F. -J. [2 ]
机构
[1] Natl Cheng Kung Univ, Dept Elect Engn, Tainan 701, Taiwan
[2] Natl United Univ, Dept Elect Engn, Lienda 36003, Miaoli, Taiwan
关键词
D O I
10.1049/iet-pel:20070295
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Classical terminal sliding mode control (TSMC) has finite system state convergence time and is insensitive to disturbances and uncertainties within expected limits. However, TSMC may chatter when uncertainty values are overestimated or may exhibit a steady-state error when uncertainty values are underestimated. An improved TSMC is proposed by the use of a mathematically simple and computationally fast grey prediction (GP) methodology, which is then fine-tuned by the use of fuzzy control methodology for PWM DC-AC converters. First, GP methodology is employed to deal with classical TSMC chattering and steady-state error problems. Fuzzy control is then used to tune the GP forecasting value for improved rise time and overshoot characteristics. The system is evaluated by simulation and also by real experiment. Both evaluation methods confirm that the proposed controller achieves low total harmonic distortion under non-linear loading conditions and fast dynamic response under transient loading conditions. Because the proposed grey-fuzzy TSMC methodology is simpler to implement than prior methods and offers more efficient computation, it will be of interest to designers of related control systems.
引用
收藏
页码:235 / 244
页数:10
相关论文
共 50 条
  • [1] IMPLEMENTATION OF DISCRETE-TIME FUZZY INTEGRAL SLIDING-MODE CONTROL FOR DC-AC INVERTERS
    Chang, En-Chih
    Chen, Jiann-Fuh
    Liang, Tsorng-Juu
    [J]. JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS, 2009, 32 (04) : 577 - 580
  • [2] Discrete-time control for DC-AC converters based on sliding mode design
    Schirone, L.
    Celani, F.
    Macellari, M.
    [J]. IET POWER ELECTRONICS, 2012, 5 (06) : 833 - 840
  • [3] Nonsingular Terminal Sliding Mode Control Based on Binary Particle Swarm Optimization for DC-AC Converters
    Chang, En-Chih
    Cheng, Chun-An
    Yang, Lung-Sheng
    [J]. ENERGIES, 2019, 12 (11):
  • [4] Cyclic Repetitive Control of CVCF PWM DC-AC Converters
    Ye, Yongqiang
    Wu, Yuheng
    Xu, Guofeng
    Zhang, Bin
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 64 (12) : 9399 - 9409
  • [5] High-performance repetitive control of PWM DC-AC converters with real-time phase-lead FIR filter
    Ye, Yongqiang
    Zhou, Keliang
    Zhang, Bin
    Wang, Danwei
    Wang, Jingcheng
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2006, 53 (08) : 768 - 772
  • [6] Analysis and Implementation of Real Number Extended Sliding Surface with Integral Compensation for DC-AC Converters
    Chang, E. C.
    Wu, R. C.
    Liao, K. Y.
    [J]. 14TH INTERNATIONAL CONFERENCE ON MICRO AND NANOTECHNOLOGY FOR POWER GENERATION AND ENERGY CONVERSION APPLICATIONS (POWERMEMS 2014), 2014, 557
  • [7] Real-time implementation of fuzzy sliding mode control for magnetic levitation systems
    El Hajjaji, A
    [J]. COMPUTATIONAL INTELLIGENCE FOR MODELLING, CONTROL & AUTOMATION - EVOLUTIONARY COMPUTATION & FUZZY LOGIC FOR INTELLIGENT CONTROL, KNOWLEDGE ACQUISITION & INFORMATION RETRIEVAL, 1999, 55 : 317 - 322
  • [8] Sliding-mode control of power converters: AC/DC converters & DC/AC inverters
    Alsmadi, Yazan M.
    Utkin, Vadim
    Haj-Ahmed, Mohammed
    Xu, Longya
    Abdelaziz, Almoataz Y.
    [J]. INTERNATIONAL JOURNAL OF CONTROL, 2018, 91 (11) : 2573 - 2587
  • [9] Real-Time Parameter Estimations of DC-AC Converters Using a Kalman Filter Approach
    Huang, Yuan
    Armstrong, Matthew
    Odhano, Shafiq
    Ahmeid, Mohamed
    [J]. 2023 25TH EUROPEAN CONFERENCE ON POWER ELECTRONICS AND APPLICATIONS, EPE'23 ECCE EUROPE, 2023,
  • [10] Analysis, design, and implementation of a new ZCZVT commutation cell for PWM DC-AC Converters
    Stein, CMO
    Hey, HL
    Pinheiro, JR
    Pinheiro, H
    Gründling, HA
    [J]. CONFERENCE RECORD OF THE 2001 IEEE INDUSTRY APPLICATIONS CONFERENCE, VOLS 1-4, 2001, : 845 - 850