NEURAL-NETWORK-BASED ALGORITHM FOR POWER TRANSFORMER DIFFERENTIAL RELAYS

被引：75

作者：

BASTARD, P ^{[1
]}

MEUNIER, M ^{[1
]}

REGAL, H ^{[1
]}

机构：

[1] PROTECT & CONTROL DPT,F-38000 GRENOBLE,FRANCE

来源：

IEE PROCEEDINGS-GENERATION TRANSMISSION AND DISTRIBUTION | 1995年 / 142卷 / 04期

关键词：

POWER RELAYS; CURRENT TRANSFORMERS; PROTECTION SYSTEMS; NEURAL NETWORK ALGORITHMS;

D O I：

10.1049/ip-gtd:19951817

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：

A neural network-based algorithm for the protection of a one-phase power transformer is considered. The neural network input is a four-dimensional vector obtained by a fast-frequency analysis of the differential current. Primary and secondary currents are measured with current transformers the saturation of which is taken into account. A set of training cases is generated with the help of the electromagnetic transients program. The neural network-based algorithm is compared with a conventional differential algorithm. It is found to be more efficient, especially in the case of saturation of the current transformers.

引用

页码：386 / 392

页数：7

共 50 条

[1] Probabilistic neural-network-based protection of power transformer
Tripathy, M.
Maheshwari, R. P.
Verma, H. K.
IET ELECTRIC POWER APPLICATIONS, 2007, 1 (05) : 793 - 798
[2] Power Transformer Differential Protection Based On Optimal Probabilistic Neural Network
Tripathy, Manoj
Maheshwari, Rudra Prakash
Verma, H. K.
IEEE TRANSACTIONS ON POWER DELIVERY, 2010, 25 (01) : 102 - 112
[3] A NEURAL-NETWORK-BASED FORECASTING ALGORITHM FOR RETAIL INDUSTRY
Gao, Yue-Fang
Liang, Yong-Sheng
Liu, Ying
Zhan, Shao-Bin
Ou, Zhi-Wei
PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-6, 2009, : 919 - +
[4] Neural-network-based autonomous star identification algorithm
Hong, J
Dickerson, JA
JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2000, 23 (04) : 728 - 735
[5] A NEURAL-NETWORK-BASED DIFFERENTIAL-DIAGNOSIS ASSESSMENT INSTRUMENT
PAPA, FJ
STONE, RC
ALDRICH, DG
JOURNAL OF EDUCATIONAL COMPUTING RESEARCH, 1994, 10 (03) : 277 - 290
[6] OpeNPDN: A Neural-Network-Based Framework for Power Delivery Network Synthesis
Chhabria, Vidya A.
Sapatnekar, Sachin S.
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 41 (10) : 3515 - 3528
[7] Neural-network-based compression algorithm for gray scale images
Valova, I
Kosugi, Y
IEEE INTERNATIONAL JOINT SYMPOSIA ON INTELLIGENCE AND SYSTEMS - PROCEEDINGS, 1998, : 422 - 428
[8] Neural-network-based nonlinear control with a stable learning algorithm
Liu, Zhi
Zhang, Yuri
DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2006, 13E : 2247 - 2251
[9] Neural-network-based Algorithm for Cancelling Tremor in Surgical Robots
Luo, Jing
Li, Yu
Liu, Xiaoli
Hu, Jianwen
Wang, Bo
2022 4TH INTERNATIONAL CONFERENCE ON CONTROL AND ROBOTICS, ICCR, 2022, : 229 - 235
[10] Research on a Neural-network-based Forecasting Algorithm for Retail Industry
Gao, Yue-Fang
Liang, Yong-Sheng
Tang, Fei
Ou, Zhi-Wei
Peng, Yun-Jian
Liang, Jin
2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 5201 - 5205

← 1 2 3 4 5 →