共 26 条
Thermographic Fault Diagnosis of Ventilation in BLDC Motors
被引:74
作者:

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机构:
[1] AGH Univ Sci & Technol, Dept Automat Control & Robot, Fac Elect Engn Automat Comp Sci & Biomed Engn, Aleja Adama Mickiewicza 30, PL-30059 Krakow, Poland
来源:
关键词:
thermographic;
infrared;
BLDC motor;
image processing;
fault diagnosis;
D O I:
10.3390/s21217245
中图分类号:
O65 [分析化学];
学科分类号:
070302 ;
081704 ;
摘要:
Thermographic fault diagnosis of ventilation in BLDC (brushless DC) motors is described. The following states of BLDC motors were analyzed: a healthy BLDC motor running at 1450 rpm, a healthy BLDC motor at 2100 rpm, blocked ventilation of the BLDC motor at 1450 rpm, blocked ventilation of the BLDC motor at 2100 rpm, healthy clipper, and blocked ventilation of the clipper. A feature extraction method called the Common Part of Arithmetic Mean of Thermographic Images (CPoAMoTI) was proposed. Test thermal images were analyzed successfully. The developed method, CPoAMoTI is useful for industry and society. Electric cars, trains, fans, clippers, computers, cordless power tools can be diagnosed using the developed method.
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页数:16
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[1]
Three-phase induction motor fault detection based on thermal image segmentation
[J].
Al-Musawi, Ammar K.
;
Anayi, Fatih
;
Packianather, Michael
.
INFRARED PHYSICS & TECHNOLOGY,
2020, 104

Al-Musawi, Ammar K.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Wasit, Minist Higher Educ & Sci Res, Kut, Iraq
Cardiff Univ, Wolfson Ctr Magnet, Cardiff CF24 3AA, Wales Univ Wasit, Minist Higher Educ & Sci Res, Kut, Iraq

论文数: 引用数:
h-index:
机构:

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h-index:
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[2]
Recent Industrial Applications of Infrared Thermography: A Review
[J].
Alfredo Osornio-Rios, Roque
;
Alfonso Antonino-Daviu, Jose
;
de Jesus Romero-Troncoso, Rene
.
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS,
2019, 15 (02)
:615-625

Alfredo Osornio-Rios, Roque
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Autonoma Queretaro, Fac Ingn, San Juan Del Rio 76807, Mexico Univ Autonoma Queretaro, Fac Ingn, San Juan Del Rio 76807, Mexico

Alfonso Antonino-Daviu, Jose
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Politecn Valencia, Inst Tecnol Energia, E-46022 Valencia, Spain Univ Autonoma Queretaro, Fac Ingn, San Juan Del Rio 76807, Mexico

de Jesus Romero-Troncoso, Rene
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Autonoma Queretaro, Fac Ingn, San Juan Del Rio 76807, Mexico Univ Autonoma Queretaro, Fac Ingn, San Juan Del Rio 76807, Mexico
[3]
A Review of Artificial Intelligence Methods for Condition Monitoring and Fault Diagnosis of Rolling Element Bearings for Induction Motor
[J].
AlShorman, Omar
;
Irfan, Muhammad
;
Saad, Nordin
;
Zhen, D.
;
Haider, Noman
;
Glowacz, Adam
;
AlShorman, Ahmad
.
SHOCK AND VIBRATION,
2020, 2020

论文数: 引用数:
h-index:
机构:

Irfan, Muhammad
论文数: 0 引用数: 0
h-index: 0
机构:
Najran Univ, Coll Engn, Elect Engn Dept, Najran, Saudi Arabia Najran Univ, Fac Engn, Najran, Saudi Arabia

Saad, Nordin
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Teknol PETRONAS, Dept Elect & Elect Engn, Seri Iskandar 32610, Perak, Malaysia Najran Univ, Fac Engn, Najran, Saudi Arabia

Zhen, D.
论文数: 0 引用数: 0
h-index: 0
机构:
Hebei Univ Technol, Tianjin, Peoples R China Najran Univ, Fac Engn, Najran, Saudi Arabia

Haider, Noman
论文数: 0 引用数: 0
h-index: 0
机构:
Victoria Univ, Coll Engn & Sci, Sydney, NSW, Australia Najran Univ, Fac Engn, Najran, Saudi Arabia

论文数: 引用数:
h-index:
机构:

论文数: 引用数:
h-index:
机构:
[4]
Infrared Thermography-Based Fault Diagnosis of Induction Motor Bearings Using Machine Learning
[J].
Choudhary, Anurag
;
Goyal, Deepam
;
Letha, Shimi Sudha
.
IEEE SENSORS JOURNAL,
2021, 21 (02)
:1727-1734

Choudhary, Anurag
论文数: 0 引用数: 0
h-index: 0
机构:
Natl Inst Tech Teachers Training & Res, Dept Elect Engn, Chandigarh 160019, India Natl Inst Tech Teachers Training & Res, Dept Elect Engn, Chandigarh 160019, India

Goyal, Deepam
论文数: 0 引用数: 0
h-index: 0
机构:
Chitkara Univ, Inst Engn & Technol, Rajpura 140401, Punjab, India Natl Inst Tech Teachers Training & Res, Dept Elect Engn, Chandigarh 160019, India

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论文数: 0 引用数: 0
h-index: 0
机构:
Natl Inst Tech Teachers Training & Res, Dept Elect Engn, Chandigarh 160019, India
Lulea Tekn Univ, Skelleftea Campus, S-97187 Lulea, Sweden Natl Inst Tech Teachers Training & Res, Dept Elect Engn, Chandigarh 160019, India
[5]
RETRACTED: Detection and classification of mechanical faults of three phase induction motor via pixels analysis of thermal image and adaptive neuro-fuzzy inference system (Retracted Article)
[J].
Devarajan, Gunapriya
;
Chinnusamy, Muniraj
;
Kaliappan, Lakshmi
.
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING,
2021, 12 (05)
:4619-4630

Devarajan, Gunapriya
论文数: 0 引用数: 0
h-index: 0
机构:
Akshaya Coll Engn & Technol, Dept Elect & Elect Engn, Coimbatore, Tamil Nadu, India Akshaya Coll Engn & Technol, Dept Elect & Elect Engn, Coimbatore, Tamil Nadu, India

Chinnusamy, Muniraj
论文数: 0 引用数: 0
h-index: 0
机构:
Knowledge Inst Technol, Dept Elect & Elect Engn, Salem, India Akshaya Coll Engn & Technol, Dept Elect & Elect Engn, Coimbatore, Tamil Nadu, India

Kaliappan, Lakshmi
论文数: 0 引用数: 0
h-index: 0
机构:
Sri Krishna Coll Engn & Technol, Dept Elect & Elect Engn, Coimbatore, Tamil Nadu, India Akshaya Coll Engn & Technol, Dept Elect & Elect Engn, Coimbatore, Tamil Nadu, India
[6]
Fault Diagnosis of Wafer Acceptance Test and Chip Probing Between Front-End-of-Line and Back-End-of-Line Processes
[J].
Fan, Shu-Kai S.
;
Cheng, Chun-Wei
;
Tsai, Du-Ming
.
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING,
2022, 19 (04)
:3068-3082

Fan, Shu-Kai S.
论文数: 0 引用数: 0
h-index: 0
机构:
Natl Taipei Univ Technol, Dept Ind Engn & Management, Taipei 10608, Taiwan Natl Taipei Univ Technol, Dept Ind Engn & Management, Taipei 10608, Taiwan

Cheng, Chun-Wei
论文数: 0 引用数: 0
h-index: 0
机构:
Natl Taipei Univ Technol, Dept Ind Engn & Management, Taipei 10608, Taiwan Natl Taipei Univ Technol, Dept Ind Engn & Management, Taipei 10608, Taiwan

Tsai, Du-Ming
论文数: 0 引用数: 0
h-index: 0
机构:
Yuan Ze Univ, Dept Ind Engn & Management, Taoyuan 32003, Taiwan Natl Taipei Univ Technol, Dept Ind Engn & Management, Taipei 10608, Taiwan
[7]
Fault diagnosis of electric impact drills using thermal imaging
[J].
Glowacz, Adam
.
MEASUREMENT,
2021, 171

论文数: 引用数:
h-index:
机构:
[8]
Diagnosis of the three-phase induction motor using thermal imaging
[J].
Glowacz, Adam
;
Glowacz, Zygfryd
.
INFRARED PHYSICS & TECHNOLOGY,
2017, 81
:7-16

论文数: 引用数:
h-index:
机构:

Glowacz, Zygfryd
论文数: 0 引用数: 0
h-index: 0
机构:
AGH Univ Sci & Technol, Fac Elect Engn Automat Comp Sci & Biomed Engn, Dept Power Elect & Energy Control Syst, Al A Mickiewicza 30, PL-30059 Krakow, Poland AGH Univ Sci & Technol, Fac Elect Engn Automat Comp Sci & Biomed Engn, Dept Automat & Biomed Engn, Al A Mickiewicza 30, PL-30059 Krakow, Poland
[9]
Diagnostics of Rotor Damages of Three-Phase Induction Motors Using Acoustic Signals and SMOFS-20-EXPANDED
[J].
Glowacz, Adam
.
ARCHIVES OF ACOUSTICS,
2016, 41 (03)
:507-515

论文数: 引用数:
h-index:
机构:
[10]
Fault diagnosis of synchronous hydraulic motor based on acoustic signals
[J].
Hou, Jiaoyi
;
Sun, Hongyu
;
Xu, Aoyu
;
Gong, Yongjun
;
Ning, Dayong
.
ADVANCES IN MECHANICAL ENGINEERING,
2020, 12 (04)

Hou, Jiaoyi
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h-index: 0
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Dalian Maritime Univ, Natl Ctr Int Res Subsea Engn Technol & Equipment, Dalian 116026, Peoples R China
Zhejiang Univ, State Key Lab Fluid Power & Mechatron Syst, Hangzhou, Peoples R China Dalian Maritime Univ, Natl Ctr Int Res Subsea Engn Technol & Equipment, Dalian 116026, Peoples R China

Sun, Hongyu
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h-index: 0
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Dalian Maritime Univ, Natl Ctr Int Res Subsea Engn Technol & Equipment, Dalian 116026, Peoples R China Dalian Maritime Univ, Natl Ctr Int Res Subsea Engn Technol & Equipment, Dalian 116026, Peoples R China

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论文数: 0 引用数: 0
h-index: 0
机构:
Dalian Maritime Univ, Natl Ctr Int Res Subsea Engn Technol & Equipment, Dalian 116026, Peoples R China Dalian Maritime Univ, Natl Ctr Int Res Subsea Engn Technol & Equipment, Dalian 116026, Peoples R China

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论文数: 0 引用数: 0
h-index: 0
机构:
Dalian Maritime Univ, Natl Ctr Int Res Subsea Engn Technol & Equipment, Dalian 116026, Peoples R China Dalian Maritime Univ, Natl Ctr Int Res Subsea Engn Technol & Equipment, Dalian 116026, Peoples R China

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论文数: 0 引用数: 0
h-index: 0
机构:
Dalian Maritime Univ, Natl Ctr Int Res Subsea Engn Technol & Equipment, Dalian 116026, Peoples R China Dalian Maritime Univ, Natl Ctr Int Res Subsea Engn Technol & Equipment, Dalian 116026, Peoples R China