Design of ANFIS Controller for Power System Stability Enhancement Using FACTS Device

被引：4

作者：

Varshini, G. Y. Sree ^{[1
]}

Raja, S. Charles ^{[1
]}

Venkatesh, P. ^{[1
]}

机构：

[1] Thiagarajar Coll Engn, Dept Elect & Elect Engn, Madurai, Tamil Nadu, India

来源：

POWER ELECTRONICS AND RENEWABLE ENERGY SYSTEMS | 2015年 / 326卷

关键词：

ANFIS; BFOA; SSSC; Damping controller; Stability; SYNCHRONOUS SERIES COMPENSATOR; TRANSIENT STABILITY; SSSC;

D O I：

10.1007/978-81-322-2119-7_113

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：

Artificial Neuro Fuzzy Inference System (ANFIS) is applied to design static synchronous series compensator based damping controller for the improvement of small signal stability. The proposed controller is implemented in the single machine system. The generated database from conventional static synchronous series compensator based damping controller is used for training the ANFIS. Bacterial foraging optimization algorithm (BFOA) is employed for optimal controller parameter selection. Simulation is done for four cases namely single machine without damping controller, with SSSC and without damping controller, with SSSC based damping controller and with SSSC based ANFIS controller. Simulation results shows that the SSSC based ANFIS controller provide efficient damping and improves the small signal stability of power system when compared to conventional damping controller.

引用

页码：1163 / 1171

页数：9

共 50 条

[1] Recurrent ANFIS-Coordinated Controller Design for Multimachine Power System with FACTS Devices
Sangeetha, J.
Renuga, P.
[J]. JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2017, 26 (02)
[2] ENHANCEMENT OF TRANSIENT STABILITY IN POWER SYSTEM WITH MULTI-MACHINE USING FACTS DEVICE
Kumar, R. Jegedeesh
Rammohan, T.
[J]. PROCEEDINGS OF 2020 IEEE INTERNATIONAL CONFERENCE ON ADVANCES AND DEVELOPMENTS IN ELECTRICAL AND ELECTRONICS ENGINEERING (ICADEE), 2020, : 52 - 57
[3] Power System Stability Enhancement using FACTS Controllers
Kumar, Arun
Priya, G.
[J]. 2012 INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN ELECTRICAL ENGINEERING AND ENERGY MANAGEMENT (ICETEEEM - 2012), 2012, : 84 - 87
[4] Design of power system stabilizers based on μ-controller for power system stability enhancement
Ellithy, K.
Said, S.
Kahlout, O.
[J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 63 : 933 - 939
[5] Design of Power System Stabilizers Based on μ-Controller for Power System Stability Enhancement
Ellithy, K.
Said, S.
Kahlout, O.
[J]. 2013 3RD INTERNATIONAL CONFERENCE ON ELECTRIC POWER AND ENERGY CONVERSION SYSTEMS (EPECS), 2013,
[6] Improving Voltage Stability of Power System Using Facts Device
Saranya, A.
Dineshkumar, S.
[J]. 2017 IEEE INTERNATIONAL CONFERENCE ON ELECTRICAL, INSTRUMENTATION AND COMMUNICATION ENGINEERING (ICEICE), 2017,
[7] POWER SYSTEM STABILITY ENHANCEMENT USING FACTS CONTROLLERS: A REVIEW
Abido, M. A.
[J]. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2009, 34 (1B) : 153 - 172
[8] Fuzzy Enhancement of Power System Stability Using FACTS Devices
Hamad, J.
El-Bahrawy, K.
Sharkawy, R.
[J]. MECHANICAL AND AEROSPACE ENGINEERING, PTS 1-7, 2012, 110-116 : 5200 - +
[9] Design of a resistive brake controller for power system stability enhancement using reinforcement learning
Glavic, M
[J]. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2005, 13 (05) : 743 - 751
[10] Power Quality Enhancement Using FACTS Device in Transmission System with DPFC
Chaudhary, Vandana
Dutt, Krishna
Naresh, Maloth
Tripathi, Ramesh Kumar
[J]. ADVANCES IN POWER AND CONTROL ENGINEERING, GUCON 2019, 2020, 609 : 63 - 80

← 1 2 3 4 5 →