Implementation of an embedded system for real-time detection of rotor bar failures in induction motors
ISA Transactions, cilt.81, ss.210-221, 2018 (SCI-Expanded, Scopus)
- Yayın Türü: Makale / Tam Makale
- Cilt numarası: 81
- Basım Tarihi: 2018
- Doi Numarası: 10.1016/j.isatra.2018.08.004
- Dergi Adı: ISA Transactions
- Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
- Sayfa Sayıları: ss.210-221
- Anahtar Kelimeler: Induction motor, Broken rotor bar, Signal processing, Embedded system, Grey relational analysis, Failure diagnosis
- Kırklareli Üniversitesi Adresli: Evet
Özet
In this work, the implementation of an embedded system for real-time detection of rotor bar failures in induction motor has been realized. The device is a prototype measurement device which can detect broken rotor bars on the field without any additional setup or third-party software. This study has focused to derive a new method from previous studies on diagnosing of rotor failures and developed a microcontroller based embedded measurement device. A new method which is combining Fast Fourier Transform and Grey Relational Analyses to get best diagnosis results has been developed for an embedded system within a compact and low-cost measurement device. Although, there are some computer-based techniques and motor drivers that can detect internal failures of induction motor, there is no such a measurement device that can do all process by itself.