Fault detection in three phase induction motor using artificial intelligence
Artificial intellegence (AI) techniques have proved their ability in detection of incipient faults in electrical machines. in this project, the fault diagnosis of three phase induction motors is studied detailed in unbalance voltage and stator inter turn fault using simulation models and neural netw...
| Main Author: | |
|---|---|
| Format: | Undergraduates Project Papers |
| Language: | English English English |
| Published: |
2009
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/1927/ http://umpir.ump.edu.my/id/eprint/1927/1/Fault%20detection%20in%20three%20phase%20induction%20motor%20using%20artificial%20intelligence%20-%20Table%20of%20content.pdf http://umpir.ump.edu.my/id/eprint/1927/2/Fault%20detection%20in%20three%20phase%20induction%20motor%20using%20artificial%20intelligence%20-%20Chapter%201.pdf http://umpir.ump.edu.my/id/eprint/1927/10/Fault%20detection%20in%20three%20phase%20induction%20motor%20using%20artificial%20intelligence%20-%20References.pdf |
| _version_ | 1848816940046352384 |
|---|---|
| author | Ahmad Farid, Abu Bakar |
| author_facet | Ahmad Farid, Abu Bakar |
| author_sort | Ahmad Farid, Abu Bakar |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | Artificial intellegence (AI) techniques have proved their ability in detection of incipient faults in electrical machines. in this project, the fault diagnosis of three phase induction motors is studied detailed in unbalance voltage and stator inter turn fault using simulation models and neural networks have been used to train the data using Radial Basis Function Neural Network (RBFNN) in MATLAB with Graphical USer Interface Development Environment (GUIDE) structured. |
| first_indexed | 2025-11-15T01:13:51Z |
| format | Undergraduates Project Papers |
| id | ump-1927 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English English English |
| last_indexed | 2025-11-15T01:13:51Z |
| publishDate | 2009 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-19272017-04-07T07:55:57Z http://umpir.ump.edu.my/id/eprint/1927/ Fault detection in three phase induction motor using artificial intelligence Ahmad Farid, Abu Bakar TK Electrical engineering. Electronics Nuclear engineering Artificial intellegence (AI) techniques have proved their ability in detection of incipient faults in electrical machines. in this project, the fault diagnosis of three phase induction motors is studied detailed in unbalance voltage and stator inter turn fault using simulation models and neural networks have been used to train the data using Radial Basis Function Neural Network (RBFNN) in MATLAB with Graphical USer Interface Development Environment (GUIDE) structured. 2009 Undergraduates Project Papers NonPeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/1927/1/Fault%20detection%20in%20three%20phase%20induction%20motor%20using%20artificial%20intelligence%20-%20Table%20of%20content.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/1927/2/Fault%20detection%20in%20three%20phase%20induction%20motor%20using%20artificial%20intelligence%20-%20Chapter%201.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/1927/10/Fault%20detection%20in%20three%20phase%20induction%20motor%20using%20artificial%20intelligence%20-%20References.pdf Ahmad Farid, Abu Bakar (2009) Fault detection in three phase induction motor using artificial intelligence. Faculty Of Electrical & Electronic Engineering, Universiti Malaysia Pahang. http://iportal.ump.edu.my/lib/item?id=chamo:55163&theme=UMP2 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Ahmad Farid, Abu Bakar Fault detection in three phase induction motor using artificial intelligence |
| title | Fault detection in three phase induction motor using artificial intelligence |
| title_full | Fault detection in three phase induction motor using artificial intelligence |
| title_fullStr | Fault detection in three phase induction motor using artificial intelligence |
| title_full_unstemmed | Fault detection in three phase induction motor using artificial intelligence |
| title_short | Fault detection in three phase induction motor using artificial intelligence |
| title_sort | fault detection in three phase induction motor using artificial intelligence |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/1927/ http://umpir.ump.edu.my/id/eprint/1927/ http://umpir.ump.edu.my/id/eprint/1927/1/Fault%20detection%20in%20three%20phase%20induction%20motor%20using%20artificial%20intelligence%20-%20Table%20of%20content.pdf http://umpir.ump.edu.my/id/eprint/1927/2/Fault%20detection%20in%20three%20phase%20induction%20motor%20using%20artificial%20intelligence%20-%20Chapter%201.pdf http://umpir.ump.edu.my/id/eprint/1927/10/Fault%20detection%20in%20three%20phase%20induction%20motor%20using%20artificial%20intelligence%20-%20References.pdf |