Motor current signature analysis and fuzzy logic applied to the diagnosis of short-circuit faults in induction motors

被引：0

作者：

Pereira, LA ^{[1
]}

Gazzana, DD ^{[1
]}

Pereira, LFA ^{[1
]}

机构：

[1] Pontificia Catholic Univ Rio Grande Do Sul, BR-90619900 Porto Alegre, RS, Brazil

来源：

IECON 2005: THIRTY-FIRST ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-3 | 2005年

关键词：

D O I：

暂无

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

The paper presents the development and the practical implementation of a system for detection and diagnosis of interturn short-circuits in the stator windings of induction motors. Motor Current Signature Analysis (MCSA) and Fuzzy Logic techniques are utilized in order to achieve that. After a brief description of the MCSA, the causes of short circuits are discussed and characterized with frequency relationships and frequency spectra. Subsequently, failure diagnosis techniques based on Fuzzy Logic are presented. Afterwards, the results of the practical implementation of fault detection and diagnosis system are shown and commented. MATLAB 6.0 and built-in toolboxes; (DSP Blockset, Fuzzy Logic and Real-Time Workshop) are used as a development tool. The implemented and tested method showed efficiency as the practical results corresponded to the predicted with the developed system. The results obtained present a great degree of reliability, which enables them to be used as a monitoring tool for similar motors.

引用

页码：275 / 280

页数：6

共 50 条

[31] SHORT-CIRCUIT CONTRIBUTION OF LARGE INDUCTION MOTORS - REPLY
WAGNER, WP
PROCEEDINGS OF THE INSTITUTION OF ELECTRICAL ENGINEERS-LONDON, 1970, 117 (02): : 447 - &
[32] Electromagnetic Effects of Short-Circuit Faults in Induction Machines
Hachelaf R.
Kouchih D.
Tadjine M.
Boucherit M.S.
Russian Electrical Engineering, 2023, 94 (06) : 442 - 447
[33] OPEN AND SHORT-CIRCUIT BEHAVIOR OF INDUCTION-MOTORS
YU, L
WONG, KN
INDUSTRIAL APPLICATIONS SOCIETY : 36TH ANNUAL PETROLEUM AND CHEMICAL INDUSTRY CONFERENCE, 1989, : 35 - 40
[34] Vibration and motor current analysis of induction motors to diagnose mechanical faults
Calis, Hakan
JOURNAL OF MEASUREMENTS IN ENGINEERING, 2014, 2 (04) : 190 - 198
[35] ON THE NUMERICAL COMPLEXITY OF SHORT-CIRCUIT FAULTS IN LOGIC NETWORKS.
Sinha, Bhabani P.
Bhattacharya, Bhargab B.
IEEE Transactions on Computers, 1985, C-34 (02) : 186 - 190
[36] Stator Winding Short-Circuit Fault Diagnosis in Induction Motors using Random Forest
dos Santos, Tiago
Ferreira, Fernando J. T. E.
Pires, Joao Moura
Damasio, Carlos
2017 IEEE INTERNATIONAL ELECTRIC MACHINES AND DRIVES CONFERENCE (IEMDC), 2017,
[37] CONTRIBUTION OF ASYNCHRONOUS-MOTORS TO THE SHORT-CIRCUIT CURRENT
SCHEIFELE, J
ETZ ARCHIV, 1985, 7 (10): : 337 - 343
[38] ON THE NUMERICAL COMPLEXITY OF SHORT-CIRCUIT FAULTS IN LOGIC-NETWORKS
SINHA, BP
BHATTACHARYA, BB
IEEE TRANSACTIONS ON COMPUTERS, 1985, 34 (02) : 186 - 190
[39] Diagnosis of eccentricity and broken rotor bar related faults of induction motor by means of motor current signature analysis
Ishkova, Ielyzaveta
Vitek, Ondrej
PROCEEDINGS OF THE 2015 16TH INTERNATIONAL SCIENTIFIC CONFERENCE ON ELECTRIC POWER ENGINEERING (EPE), 2015, : 682 - 686
[40] Stator Short-Circuit Diagnosis in Induction Motors Using Mutual Information and Intelligent Systems
Bazan, Gustavo Henrique
Scalassara, Paulo Rogerio
Endo, Wagner
Goedtel, Alessandro
Cunha Palacios, Rodrigo Henrique
Godoy, Wagner Fontes
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2019, 66 (04) : 3237 - 3246

← 1 2 3 4 5 →