Frequency Regulation of Hybrid Distributed Power Systems Integrated with Renewable Sources by Optimized Type-2 Fuzzy PID Controller

被引：0
|
作者：
Nayak, Smrutiranjan [1 ]
Dash, Subhransu Sekhar [2 ]
Kar, Sanjeeb Kumar [1 ]
机构：
[1] Siksha O Anusandhan Univ, ITER, Dept Elect Engn, Bhubaneswar, Odisha, India
[2] GCE, Dept Elect Engn, Keonjhar, Odisha, India
来源：
2021 9TH INTERNATIONAL CONFERENCE ON SMART GRID, ICSMARTGRID | 2021年
关键词：
Sunflower Optimization Algorithm (SFO); Improved SFO (ISFO); Distributed Energy Sources; renewable sources; Frequency Control; Adaptive Type-2 Fuzzy PID (AT2FPID) Controller; AUTOMATIC-GENERATION CONTROL; ALGORITHM; AGC;
D O I：
10.1109/ICSMARTGRID52357.2021.9551255
中图分类号：
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号：
0807 ; 0820 ;
摘要：
The uncertain nature of renewable sources and load demand makes modern power systems highly complex and causes the frequency fluctuations. This research presents a maiden application of an Improved Sunflower Optimization Algorithm (ISFO) technique tuned Adaptive Type-2 Fuzzy PID (AT2FPID) structurefor frequency regulation of hybrid distributed power systems integrated with renewable sources. Initially, PID controller is considered and the dominance of ISFO over Sunflower Optimization Algorithm (SFO), Genetic Algorithm (GA) and Differential Evolution (DE) has been established. Performance comparison is carried out by assessing overshoots, undershoots and various integral errors due to Step Load Perturbations (SLPs) in each area. In the next stage, AT2FPID controller is considered and its supremacy to control the system frequency is demonstrated by comparing with Type-2 Fuzzy PID (T2FPID), Type-1 Fuzzy PID (T1FPID) and PID controllers.
引用
收藏
页码：259 / 263
页数：5
相关论文
共 50 条
  • [31] Coordinated control of conventional power sources and PHEVs using jaya algorithm optimized PID controller for frequency control of a renewable penetrated power system
    Anil Annamraju
    Srikanth Nandiraju
    Protection and Control of Modern Power Systems, 2019, 4
  • [32] Coordinated control of conventional power sources and PHEVs using jaya algorithm optimized PID controller for frequency control of a renewable penetrated power system
    Annamraju, Anil
    Nandiraju, Srikanth
    PROTECTION AND CONTROL OF MODERN POWER SYSTEMS, 2019, 4 (01)
  • [33] Optimal Type-2 Fuzzy Controller For HVAC Systems
    Khooban, Mohammad Hassan
    Abadi, Davood Nazari Maryam
    Alfi, Alireza
    Siahi, Mehdi
    AUTOMATIKA, 2014, 55 (01) : 69 - 78
  • [34] Application of Interval Type-2 Fuzzy PID Controller for Frequency Regulation of AC Islanded Microgrid Using Modified Equilibrium Optimization Algorithm
    Khadanga, Rajendra Kumar
    Kumar, Amit
    Panda, Sidhartha
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2021, 46 (10) : 9831 - 9847
  • [35] Application of Interval Type-2 Fuzzy PID Controller for Frequency Regulation of AC Islanded Microgrid Using Modified Equilibrium Optimization Algorithm
    Rajendra Kumar Khadanga
    Amit Kumar
    Sidhartha Panda
    Arabian Journal for Science and Engineering, 2021, 46 : 9831 - 9847
  • [36] Frequency regulation of wind energy integrated power system using a novel optimized type II fuzzy tilted integral derivative controller
    Sinha, Sayantan
    Mallick, Ranjan Kumar
    Panda, Gayadhar
    Nayak, Pravati
    Bhoi, Ashok
    INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2022, 23 (05) : 703 - 714
  • [37] Optimal participating of the distributed generation sources in the re-structured power systems with optimized fuzzy logic controller
    Afrakhte, Hossein
    Rouhani, Seyed Hossein
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2018, 35 (04) : 4573 - 4587
  • [38] A dynamic general type-2 fuzzy system with optimized secondary membership for online frequency regulation
    Mohammadzadeh, Ardashir
    Sabzalian, Mohammad Hosein
    Ahmadian, Ali
    Nabipour, Narjes
    ISA TRANSACTIONS, 2021, 112 : 150 - 160
  • [39] An Improved ACO Algorithm Optimized Fuzzy PID Controller for Load Frequency Control in Multi Area Interconnected Power Systems
    Chen, Gonggui
    Li, Zhijun
    Zhang, Zhizhong
    Li, Shuaiyong
    IEEE ACCESS, 2020, 8 : 6429 - 6447
  • [40] FUZZY aided PID controller is optimized by GA algorithm for Load Frequency Control of Multi-Source Power Systems
    Ahmadi, Sajjad
    Talami, Saeid Hojjati
    Sahnesaraie, Mostafa Andalib
    Dini, Fakbteh
    Tabernejadjozam, Bahareb
    Ashgevari, Yazdan
    2020 IEEE 18TH WORLD SYMPOSIUM ON APPLIED MACHINE INTELLIGENCE AND INFORMATICS (SAMI 2020), 2020, : 207 - 212
12345