Robustness Analysis of LFC for Multi Area Power System integrated with SMES-TCPS by Artificial Intelligent Technique

被引:11
|
作者
Sharma, Mandeep [1 ]
Bansal, Raj Kumar [1 ]
Prakash, Surya [2 ]
机构
[1] Guru Kashi Univ, Dept Elect Engn, Bathinda, Punjab, India
[2] Thapar Inst Engn & Technol, Elect & Instrumentat Engn Dept, Patiala, Punjab, India
关键词
Adaptive neuro fuzzy inference system; Fuzzy logic; Load frequency control; Superconducting magnetic energy storage; Three area unequal thermal power system; Thyristor controlled phase shifters; LOAD FREQUENCY CONTROL; AUTOMATIC-GENERATION CONTROL; MAGNETIC ENERGY-STORAGE; SLIDING-MODE CONTROL; CONTROL STRATEGY; ANFIS; CONTROLLERS;
D O I
10.1007/s42835-018-00035-3
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
Load frequency control (LFC) plays an essential role in a power system (PS) to sustain the grid frequency for the period of sudden load demand variations. Hence, this manuscript deals with the execution of adaptive neuro fuzzy inference system (ANFIS) approach for LFC of three-area unequal thermal power system. The ANFIS controller proposed in the manuscript combines the advantages of Fuzzy Logic Control (FLC) as well as rapid response and flexible nature of artificial neural network. To improve the LFC performance, offered controller is simulated with superconducting magnetic energy storage (SMES) units and Thyristor controlled phase shifter (TCPS) individually and in combination. The performance of proposed ANFIS controller is superior and robust compared to existing control schemes and improved performance is observed particularly in the presence of SMES-TCPS combination. The realization of SMES & TCPS combination curtail frequency and tie power variation quickly after an unexpected load disturbance. To validate the usefulness of the proposed controller, integral time weighted absolute error (ITAE) and integral square error (ISE) performance error indices are used. Robustness of offered controller is demonstrated against wide variation in the system parameters.
引用
收藏
页码:97 / 110
页数:14
相关论文
共 50 条
  • [1] Robustness Analysis of LFC for Multi Area Power System integrated with SMES–TCPS by Artificial Intelligent Technique
    Mandeep Sharma
    Raj Kumar Bansal
    Surya Prakash
    [J]. Journal of Electrical Engineering & Technology, 2019, 14 : 97 - 110
  • [2] Damping oscillations in Tie-power and Area frequencies in a Thermal power system with SMES-TCPS combination
    Abraham, Rajesh Joseph
    Das, D.
    Patra, A.
    [J]. JOURNAL OF ELECTRICAL SYSTEMS, 2011, 7 (01) : 71 - 80
  • [3] Load frequency control in deregulated power system integrated with SMES-TCPS combination using ANFIS controller
    Pappachen, Abhijith
    Fathima, A. Peer
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2016, 82 : 519 - 534
  • [4] Analysis of interaction between LFC and TCPS in power system
    Rasolomampionona, Desire D.
    [J]. PRZEGLAD ELEKTROTECHNICZNY, 2009, 85 (10): : 42 - 49
  • [5] Analysis of TCPS-SMES coordination in a multi area thermal system with Automatic Generation Control
    Deepak, M.
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON CIRCUIT, POWER AND COMPUTING TECHNOLOGIES (ICCPCT-2014), 2014, : 612 - 615
  • [6] A Novel Optimization Technique for LFC and Virtual Inertia Emulation of A Multi Area Hybrid Power System
    Murali, Sariki
    Shankar, Ravi
    Aryan, Pulakraj
    [J]. 2020 INTERNATIONAL CONFERENCE ON EMERGING FRONTIERS IN ELECTRICAL AND ELECTRONIC TECHNOLOGIES (ICEFEET 2020), 2020,
  • [7] LFC and stabilization of multi-area interconnected power system by decentralized control of a SMES and Solid-State Phase Shifters
    Ngamroo, I
    Mitani, Y
    Tsuji, K
    [J]. PROCEEDINGS OF EMPD '98 - 1998 INTERNATIONAL CONFERENCE ON ENERGY MANAGEMENT AND POWER DELIVERY, VOLS 1 AND 2 AND SUPPLEMENT, 1998, : 85 - 90
  • [8] Power System Transient Stability with SMES Controlled by Artificial Intelligent Techniques
    Mukherjee, Poulomi
    Rao, V. V.
    [J]. 2016 IEEE INTERNATIONAL WIE CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (IEEE WIECON-ECE 2016), 2016, : 108 - 111
  • [9] DECENTRALIZED CONTROL OF MULTI-AREA POWER SYSTEM RESTRUCTURING FOR LFC OPTIMIZATION
    Thirukkovulur, Ateeth Kumar
    Nandagopal, Harikrishna
    Parivallal, Vigneesh
    [J]. 2012 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMPUTING RESEARCH (ICCIC), 2012, : 169 - 174
  • [10] DECENTRALIZED CONTROL OF MULTI-AREA POWER SYSTEM RESTRUCTURING FOR LFC OPTIMIZATION
    Thirukkovulur, Ateeth Kumar
    Nandagopal, Harikrishna
    Parivallal, Vigneesh
    [J]. IEEE INTERNATIONAL CONFERENCE ON POWER ELECTRONICS, DRIVES AND ENERGY SYSTEMS (PEDES 2012), 2012,