Design of Optimized PID Type Fuzzy Logic Controller for Higher Order System

被引：0
|
作者：
Bharti, Roshan [1 ]
Trivedi, Rishika [1 ]
Padhy, Prabin K. [1 ]
机构：
[1] PDPM IIITDM, Dept Elect & Commun Engn, Jabalpur 482005, India
来源：
2018 5TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND INTEGRATED NETWORKS (SPIN) | 2018年
关键词：
Fuzzy logic controller (FLC); PID controller; Fuzzy-PI controller; Gradient descent optimization method;
D O I：
暂无
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：
In this paper, a new structure of PID type fuzzy logic controller is proposed in which Fuzzy PI controller and conventional PD controller are connected in parallel. The gains of the proposed controller are calculated by Gradient descent optimization method. Illustrative examples are considered to validate the performance of the proposed structure. The proposed controller outperforms the Conventional PID Controller and existing fuzzy PID Controllers in terms of performance indices for a different plant.
引用
收藏
页码：760 / 764
页数：5
相关论文
共 50 条
  • [41] Fuzzy Logic Controller Design for Intelligent Drilling System
    Ahamed, Nizam Uddin
    Yusof, Zulkifli
    Hamedon, Zamzury
    Rabbi, Mohammad Fazle
    Sikandar, Tasriva
    Palaniappan, Rajkumar
    Ali, Md. Asraf
    Rahman, S. A. M. Matiur
    Sundaraj, K.
    2016 IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC CONTROL AND INTELLIGENT SYSTEMS (I2CACIS), 2016, : 208 - 213
  • [42] Chaotic Whale Optimized Fractional Order PID Controller Design for Desalination Process
    Kavin, F.
    Senthilkumar, R.
    CMC-COMPUTERS MATERIALS & CONTINUA, 2022, 71 (02): : 2789 - 2806
  • [43] Optimized Fractional-Order Type-2 Fuzzy PID Attitude Controller for Fixed-Wing Aircraft
    Wang, Wenfan
    Zhang, Jun
    Jiao, Ruili
    JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2024, 203 (03) : 2592 - 2616
  • [44] ON PID CONTROLLER DESIGN USING KNOWLEDGE BASED FUZZY SYSTEM
    Nowakova, Jana
    Pokorny, Miroslav
    ADVANCES IN ELECTRICAL AND ELECTRONIC ENGINEERING, 2012, 10 (01) : 22 - 27
  • [45] Type-2 fuzzy logic PID controller and different uncertainties design for boost DC–DC converters
    Ahmed Bennaoui
    Slami Saadi
    Electrical Engineering, 2017, 99 : 203 - 211
  • [46] Fuzzy PID Controller Design for PMLSM Direct Drive System
    Lu, Huacai
    Li, Manhua
    ICIA: 2009 INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION, VOLS 1-3, 2009, : 36 - +
  • [47] Design and Evaluation of Fuzzy PID Controller for Ball and Beam System
    Aziz, Nur Sakinah Abdul
    Adnan, Ramli
    Tajjudin, Mazidah
    2017 IEEE 8TH CONTROL AND SYSTEM GRADUATE RESEARCH COLLOQUIUM (ICSGRC), 2017, : 28 - 32
  • [48] Optimal Design of a Fuzzy PID Controller for Inverted Pendulum System
    Malik, Sadhna
    Mishra, Sudhansu Kumar
    ARTIFICIAL INTELLIGENCE AND EVOLUTIONARY COMPUTATIONS IN ENGINEERING SYSTEMS, ICAIECES 2015, 2016, 394 : 1297 - 1307
  • [49] Design of Type 2 Fuzzy Logic Controller Based Inverter for Isolated PV System
    Sahu, Raj Kumar
    Shaw, Binod
    HELIX, 2020, 10 (02): : 48 - 52
  • [50] Fuzzy PID controller: Design, tuning and comparison with conventional PID controller
    Khan, Asim Ali
    Rapal, Nishkam
    2006 IEEE INTERNATIONAL CONFERENCE ON ENGINEERING OF INTELLIGENT SYSTEMS, 2006, : 471 - 476
12345