Wireless sensors system for broken rotor bar fault monitoring using wavelet analysis
Accurate condition monitoring prevents unexpected failures in electrical systems including induction machines, and hence improves their performance significantly. To enhance the reliability of condition monitoring systems, wireless sensor systems are developed. In the recent years, researchers have...
| Glavni autori: | , , , , |
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| Format: | Conference or Workshop Item |
| Jezik: | English |
| Izdano: |
IOP Publishing
2015
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| Online pristup: | http://psasir.upm.edu.my/id/eprint/43049/1/mse15_99_012029.pdf |
| _version_ | 1825929282800582656 |
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| author | Mehrjou, Mohammad Rezazadeh Mariun, Norman Karami, Mahdi Misron, Norhisam Mohd Radzi, Mohd Amran |
| author_facet | Mehrjou, Mohammad Rezazadeh Mariun, Norman Karami, Mahdi Misron, Norhisam Mohd Radzi, Mohd Amran |
| author_sort | Mehrjou, Mohammad Rezazadeh |
| collection | UPM |
| description | Accurate condition monitoring prevents unexpected failures in electrical systems including induction machines, and hence improves their performance significantly. To enhance the reliability of condition monitoring systems, wireless sensor systems are developed. In the recent years, researchers have placed considerable emphasis on developing cost-effective scheme using wireless sensor systems for fault diagnosis of equipments in industry. As broken rotor bar is one of the main causes of malfunction in electrical motors, this paper proposes a method for early detection of this failure in induction machines using wireless sensor system. In this respect, a test bed is developed where a sensor measures the motor current and then a microcontroller connected to this current sensor read and send the data to wireless sensor for remote real time data analysis. In the receiver unit, a Lab VIEW based program is developed to store data in a database and MATLAB is used for signal processing and fault. |
| first_indexed | 2024-03-06T08:54:31Z |
| format | Conference or Workshop Item |
| id | upm.eprints-43049 |
| institution | Universiti Putra Malaysia |
| language | English |
| last_indexed | 2024-03-06T08:54:31Z |
| publishDate | 2015 |
| publisher | IOP Publishing |
| record_format | dspace |
| spelling | upm.eprints-430492016-05-17T09:13:45Z http://psasir.upm.edu.my/id/eprint/43049/ Wireless sensors system for broken rotor bar fault monitoring using wavelet analysis Mehrjou, Mohammad Rezazadeh Mariun, Norman Karami, Mahdi Misron, Norhisam Mohd Radzi, Mohd Amran Accurate condition monitoring prevents unexpected failures in electrical systems including induction machines, and hence improves their performance significantly. To enhance the reliability of condition monitoring systems, wireless sensor systems are developed. In the recent years, researchers have placed considerable emphasis on developing cost-effective scheme using wireless sensor systems for fault diagnosis of equipments in industry. As broken rotor bar is one of the main causes of malfunction in electrical motors, this paper proposes a method for early detection of this failure in induction machines using wireless sensor system. In this respect, a test bed is developed where a sensor measures the motor current and then a microcontroller connected to this current sensor read and send the data to wireless sensor for remote real time data analysis. In the receiver unit, a Lab VIEW based program is developed to store data in a database and MATLAB is used for signal processing and fault. IOP Publishing 2015 Conference or Workshop Item PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/43049/1/mse15_99_012029.pdf Mehrjou, Mohammad Rezazadeh and Mariun, Norman and Karami, Mahdi and Misron, Norhisam and Mohd Radzi, Mohd Amran (2015) Wireless sensors system for broken rotor bar fault monitoring using wavelet analysis. In: 4th International Conference on Electronic Devices, Systems and Applications (ICEDSA), 14–15 Sept. 2015, Hotel Istana, Kuala Lumpur, Malaysia. (pp. 1-10). 10.1088/1757-899X/99/1/012029 |
| spellingShingle | Mehrjou, Mohammad Rezazadeh Mariun, Norman Karami, Mahdi Misron, Norhisam Mohd Radzi, Mohd Amran Wireless sensors system for broken rotor bar fault monitoring using wavelet analysis |
| title | Wireless sensors system for broken rotor bar fault monitoring using wavelet analysis |
| title_full | Wireless sensors system for broken rotor bar fault monitoring using wavelet analysis |
| title_fullStr | Wireless sensors system for broken rotor bar fault monitoring using wavelet analysis |
| title_full_unstemmed | Wireless sensors system for broken rotor bar fault monitoring using wavelet analysis |
| title_short | Wireless sensors system for broken rotor bar fault monitoring using wavelet analysis |
| title_sort | wireless sensors system for broken rotor bar fault monitoring using wavelet analysis |
| url | http://psasir.upm.edu.my/id/eprint/43049/1/mse15_99_012029.pdf |
| work_keys_str_mv | AT mehrjoumohammadrezazadeh wirelesssensorssystemforbrokenrotorbarfaultmonitoringusingwaveletanalysis AT mariunnorman wirelesssensorssystemforbrokenrotorbarfaultmonitoringusingwaveletanalysis AT karamimahdi wirelesssensorssystemforbrokenrotorbarfaultmonitoringusingwaveletanalysis AT misronnorhisam wirelesssensorssystemforbrokenrotorbarfaultmonitoringusingwaveletanalysis AT mohdradzimohdamran wirelesssensorssystemforbrokenrotorbarfaultmonitoringusingwaveletanalysis |