An interval type-3 fuzzy PID control system design and its application in solid oxide fuel cells power plant

被引:3
|
作者
Shi, Jianzhong [1 ]
机构
[1] Nanjing Inst Technol, Sch Energy & Power Engn, Nanjing, Peoples R China
关键词
Type-2 fuzzy sets; interval type-3 fuzzy sets; interval type-3 fuzzy control system; type reduction; solid oxide fuel cells; NEURAL-NETWORK; MODEL IDENTIFICATION; LOGIC SYSTEMS; MANAGEMENT; REDUCTION; MACHINES; STRATEGY; SETS;
D O I
10.3233/JIFS-231460
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Compared with type-2 fuzzy sets, the secondary membership degree of interval type-3 fuzzy sets is an interval rather than crisp value, which makes interval type-3 fuzzy sets can obtain more degree of freedoms. This article studies an interval type-3 fuzzy PID controller based on interval type-3 fuzz sets. The framework of interval type-3 fuzzy PID controller is identical with type-2 fuzzy PID controller, but it contains more adjustment controller parameters and its type reduction procedure is more complex. In this paper, type reduction of interval type-3 fuzzy sets is derived from general type-2 fuzzy sets represented by alpha-plane and a direct NT type reduction algorithm is applied. The control effects of interval type-3 fuzzy PID controller are firstly tested by 2 nonlinear plants, the simulation results show that interval type-3 fuzzy PID controller has better control performance indexes than PID controller, type-1 fuzzy PID controller, interval type-2 fuzzy PID controller and general type-2 fuzzy PID controller. Furthermore, the interval type-3 fuzzy PID controller will be applied in rated voltage control of solid oxide fuel cells (SOFC) power plant. The output voltage control of SOFC is quite challenging because of the strong nonlinearity, limited fuel flow, and rapid variation of the load disturbance. The simulation results demonstrate the advantages and robustness of proposed interval type-3 fuzzy PID controller.
引用
收藏
页码:11149 / 11162
页数:14
相关论文
共 50 条
  • [41] Parameter Prediction with Novel Enhanced Wagner Hagras Interval Type-3 Takagi-Sugeno-Kang Fuzzy System with Type-1 Non-Singleton Inputs
    Castorena, Gerardo Armando Hernandez
    Mendez, Gerardo Maximiliano
    Lopez-Juarez, Ismael
    Garcia, Maria Aracelia Alcorta
    Martinez-Peon, Dulce Citlalli
    Montes-Dorantes, Pascual Noradino
    MATHEMATICS, 2024, 12 (13)
  • [42] Performance test of a hydrogen-powered solid oxide fuel cell system and its simulation for vehicle propulsion application
    Kasar, Ibrahim
    Fotouhi, Abbas
    Nabavi, Seyed Ali
    JOURNAL OF CLEANER PRODUCTION, 2025, 486
  • [43] Thermodynamic analyses of a standalone diesel-fueled distributed power generation system based on solid oxide fuel cells
    Pan, Zehua
    Shen, Jian
    Wang, Jingyi
    Xu, Xinhai
    Chan, Wei Ping
    Liu, Siyu
    Zhou, Yexin
    Yan, Zilin
    Jiao, Zhenjun
    Lim, Teik-Thye
    Zhong, Zheng
    APPLIED ENERGY, 2022, 308
  • [44] Design, Simulation and Control of a 100 MW-Class Solid Oxide Fuel Cell Gas Turbine Hybrid System
    Mueller, Fabian
    Tarroja, Brian
    Maclay, James
    Jabbari, Faryar
    Brouwer, Jacob
    Samuelsen, Scott
    JOURNAL OF FUEL CELL SCIENCE AND TECHNOLOGY, 2010, 7 (03): : 0310071 - 03100711
  • [45] Recent Progress in the Design, Characterisation and Application of LaAlO3- and LaGaO3-Based Solid Oxide Fuel Cell Electrolytes
    Filonova, Elena
    Medvedev, Dmitry
    NANOMATERIALS, 2022, 12 (12)
  • [46] Application of La-Doped SrTiO3 in Advanced Metal-Supported Solid Oxide Fuel Cells
    Presto, Sabrina
    Barbucci, Antonio
    Carpanese, Maria Paola
    Han, Feng
    Costa, Remi
    Viviani, Massimo
    CRYSTALS, 2018, 8 (03):
  • [47] Adaptive interval type-2 fuzzy recurrent RBFNN control design using ellipsoidal membership functions with application to MEMS gyroscope
    Zirkohi, Majid Moradi
    ISA TRANSACTIONS, 2022, 119 : 25 - 40
  • [48] Design and technoeconomic performance analysis of a 1 MW solid oxide fuel cell polygeneration system for combined production of heat, hydrogen, and power
    Becker, W. L.
    Braun, R. J.
    Penev, M.
    Melaina, M.
    JOURNAL OF POWER SOURCES, 2012, 200 : 34 - 44
  • [49] Research on the novel spinel structure of Cu0.5Ni0.5MnCoO4 and its application in solid oxide fuel cells
    Li, Shiqing
    Duan, Yuanchen
    Zhou, Yu
    Yang, Huiwen
    Zhang, Yang
    Wang, Qin
    Wang, Jianxin
    Han, Beibei
    Zhu, Liangzhu
    Yang, Jun
    Guan, Wanbing
    Wu, Anqi
    CERAMICS INTERNATIONAL, 2024, 50 (16) : 27786 - 27795
  • [50] The High Efficiency Cooperative Control of Power and Temperature of a Stand-Alone Solid Oxide Fuel Cell System with an Air Bypass Valve
    Jiang, Jianhua
    Li, Xi
    Li, Jian
    2015 CHINESE AUTOMATION CONGRESS (CAC), 2015, : 1197 - 1202