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Parameters Identification of Industrial Induction Motor Using Manufacturer Data Sheet and Power Quality Analyzer


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DOI: https://doi.org/10.15866/ireaco.v10i4.11808

Abstract


This paper intends to identify circuit parameters of an installed induction motor in an innovative way which is different from standard tests. In this paper, easily available motor manufacturer data is used by which rated output power, rated terminal voltage, full load efficiency, full load power factor, nominal speed, number of poles, and locked rotor current are provided. In order to estimate the parameters, nonlinear mathematical equations of motor are derived and iterative Gauss-Seidel method is used to solve them in MATLAB. Identified parameters are then transferred to MATLAB/Simulink model of the motor to simulate its performance during Star-Delta start. Validation of parameters is evaluated by comparing the result of Simulink with real-time measurement of an industrial Power Quality Analyzer.
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Keywords


Induction Motors; Power System Simulation; Power System Analysis Computing; Power System Measurements; Iterative Algorithms

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References


Gatto, G., Marongiu, I., Meo, S., Perfetto, A., Comparison among different voltage feeding algorithms for quasi-resonant DC link inverter-fed I. M. drives based on state feedback approach, (2011) International Review on Modelling and Simulations (IREMOS), 4 (4), pp. 1506-1512.

Damiano, A., Gatto, G., Marongiu, I., Meo, S., Perfetto, A., Serpi, A., A predictive direct torque control of induction machines, (2012) International Review of Electrical Engineering (IREE), 7 (4), pp. 4837-4844.

Gentile, G., Meo, S., Ometto, A., Induction motor current signature analysis to diagnostics, of stator short circuits, (2003) IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives, SDEMPED 2003 - Proceedings, art. no. 1234545, pp. 47-51.
http://dx.doi.org/10.1109/demped.2003.1234545

Meo, S., Ometto, A., Rotondale, N., Diagnostic-oriented modelling of induction machines with stator short circuits, (2012) International Review on Modelling and Simulations (IREMOS), 5 (3), pp. 1202-1209.

Natarajan, R., and V. K. Misra. "Parameter estimation of induction motors using a spreadsheet program on a personal computer." Electric Power Systems Research 16.2 (1989): 157-164.
http://dx.doi.org/10.1016/0378-7796(89)90008-4

Marcondes Corréa Guimaráes, Joáo, et al. "Parameter Determination of Asynchronous Machines From Manufacturer Data Sheet." Energy Conversion, IEEE Transactions on 29.3 (2014): 689-697.
http://dx.doi.org/10.1109/tec.2014.2317525

Pedra, J., and F. Corcoles. "Estimation of induction motor double-cage model parameters from manufacturer data." Energy Conversion, IEEE Transactions on 19.2 (2004): 310-317.
http://dx.doi.org/10.1109/tec.2003.822314

Kumar, Pranaw, Ankit Dalal, and Amit Kumar Singh. "Identification of three phase induction machines equivalent circuits parameters using multi-objective genetic algorithms." Electrical Machines (ICEM), 2014 International Conference on. IEEE, 2014.
http://dx.doi.org/10.1109/icelmach.2014.6960336

Pedra, Joaquín. "On the determination of induction motor parameters from manufacturer data for electromagnetic transient programs." Power Systems, IEEE Transactions on 23.4 (2008): 1709-1718.
http://dx.doi.org/10.1109/tpwrs.2008.2002293

Dwivedi, Ankita, Santhosh Kumar Singh, and Rakesh Kumar Srivastava. "Analysis of permanent magnet brushless AC motor using Fourier transform approach." IET Electric Power Applications (2016).
http://dx.doi.org/10.1049/iet-epa.2015.0420

Chapman, Stephen J. "Electric Machinery Fundamentals." (2004).
http://dx.doi.org/10.1017/cbo9780511616877

Lee, Keun, et al. "Estimation of induction motor equivalent circuit parameters from nameplate data." North American Power Symposium (NAPS), 2012. IEEE, 2012.
http://dx.doi.org/10.1109/naps.2012.6336384

IEEE. 2004. IEEE Standard 112-2004, IEEE standard test procedure for polyphase induction motors and generators. New York: IEEE Power Engineering Society
http://dx.doi.org/10.1109/ieeestd.2004.95394

Király, István, and Damir Žarko. "Extended Space Vector Method for Calculation of Induction Motor Parameters." Electric Power Components and Systems 44.8 (2016): 928-940.
http://dx.doi.org/10.1080/15325008.2016.1140251

Foito, Daniel, et al. "Double three-phase induction machine modeling for internal faults simulation." Electric Power Components and Systems 43.14 (2015): 1610-1620.
http://dx.doi.org/10.1080/15325008.2015.1051634

Boglietti, Aldo, Andrea Cavagnino, and Mario Lazzari. "Computational algorithms for induction motor equivalent circuit parameter determination—Part II: Skin effect and magnetizing characteristics." Industrial Electronics, IEEE Transactions on 58.9 (2011): 3734-3740.
http://dx.doi.org/10.1109/tie.2010.2084975

Zamboti Fortes, Marcio, Vitor Hugo Ferreira, and Alex Palma Francisco Coelho. "The induction motor parameter estimation using genetic algorithm." Latin America Transactions, IEEE (Revista IEEE America Latina) 11.5 (2013): 1273-1278.
http://dx.doi.org/10.1109/tla.2013.6684404

Kojooyan-Jafari, Hengameh, et al. "Parameter estimation of wound-rotor induction motors from transient measurements." Energy Conversion, IEEE Transactions on 29.2 (2014): 300-308.
http://dx.doi.org/10.1109/tec.2014.2300236

Haque, M. H. "Determination of NEMA design induction motor parameters from manufacturer data." Energy conversion, IEEE transactions on 23.4 (2008): 997-1004.
http://dx.doi.org/10.1109/tec.2008.2001451

Salimin, Rahmatul Hidayah, et al. "Parameter identification of three-phase induction motor using MATLAB-Simulink." Power Engineering and Optimization Conference (PEOCO), 2013 IEEE 7th International. IEEE, 2013.
http://dx.doi.org/10.1109/peoco.2013.6564627

Pedra, J., and L. Sainz. "Parameter estimation of squirrel-cage induction motors without torque measurements." IEE Proceedings-Electric Power Applications 153.2 (2006): 263-270.
http://dx.doi.org/10.1049/ip-epa:20050383

da Costa Bortoni, Edson. "Are my motors oversized?." Energy Conversion and Management 50.9 (2009): 2282-2287.
http://dx.doi.org/10.1016/j.enconman.2009.05.004

Pedra, J. "Estimation of typical squirrel-cage induction motor parameters for dynamic performance simulation." Generation, Transmission and Distribution, IEE Proceedings-. Vol. 153. No. 2. IET, 2006.
http://dx.doi.org/10.1049/ip-gtd:20045209

Córcoles, Felipe, et al. "Analysis of the induction machine parameter identification." Energy Conversion, IEEE Transactions on 17.2 (2002): 183-190.
http://dx.doi.org/10.1109/tec.2002.1009466

Haque, M. H. "Estimation of three-phase induction motor parameters." Electric power systems research 26.3 (1993): 187-193.
http://dx.doi.org/10.1016/0378-7796(93)90012-4

Abdelaziz, Morad, and Ehab F. El-Saadany. "Estimation of induction motor single-cage model parameters from manufacturer data." Power and Energy Society General Meeting (PES), 2013 IEEE. IEEE, 2013.
http://dx.doi.org/10.1109/pesmg.2013.6672686

Koubaa, Yassine. "Application of least-squares techniques for induction motor parameters estimation." Mathematical and Computer Modelling of Dynamical Systems 12.4 (2006): 363-375.
http://dx.doi.org/10.1080/13873950500064103

Wang, Gang, and Sung-Won Park. "Improved Estimation of Induction Motor Circuit Parameters with Published Motor Performance Data." Green Technologies Conference (GreenTech), 2014 Sixth Annual IEEE. IEEE, 2014
http://dx.doi.org/10.1109/greentech.2014.18

Huynh, Duy C., Matthew W. Dunnigan, and Stephen J. Finney. "On-line parameter estimation of an induction machine using a recursive least-squares algorithm with multiple time-varying forgetting factors." Power and Energy (PECon), 2010 IEEE International Conference on. IEEE, 2010.
http://dx.doi.org/10.1109/pecon.2010.5697624

Sağ, Tahir, and Mehmet Çunkaş. "Multiobjective genetic estimation to induction motor parameters." Electrical Machines and Power Electronics, 2007. ACEMP'07. International Aegean Conference on. IEEE, 2007.
http://dx.doi.org/10.1109/acemp.2007.4510580

Dehghani-Pilehvarani, Alireza, and Maryam Dehghani. "Induction motor parameter estimation based on the nonlinear state space model." Electrical Engineering (ICEE), 2011 19th Iranian Conference on. IEEE, 2011.
http://dx.doi.org/10.1109/iraniancee.2016.7585649

Wang, Kaiyu, et al. "A Nonlinear Least-Squares Approach for Identification of the Induction Motor Parameters." Atlantis (2004).
http://dx.doi.org/10.1109/cdc.2004.1429339

Pillay, Pragasen, Ray Nolan, and Towhidul Haque. "Application of genetic algorithms to motor parameter determination for transient torque calculations." IEEE Transactions on Industry Applications 33.5 (1997): 1273-1282.

Wlas, Miroslaw, Zbigniew Krzemiński, and Hamid A. Toliyat. "Neural-network-based parameter estimations of induction motors." Industrial Electronics, IEEE Transactions on 55.4 (2008): 1783-1794.
http://dx.doi.org/10.1109/tie.2008.918615

Saidur, R. "A review on electrical motors energy use and energy savings." Renewable and Sustainable Energy Reviews 14, no. 3 (2010): 877-898.
http://dx.doi.org/10.1016/j.rser.2009.10.018

Goh, H. H., M. S. Looi, and B. C. Kok. "Comparison between direct-on-line, Star-Delta and auto-transformer induction motor starting method in terms of power quality." Proceedings of the International MultiConference of Engineers and Computer Scientists. Vol. 2. 2009.
http://dx.doi.org/10.1109/icit.2006.372592

Zegai, L., Bendjebbar, M., Belhadri, K., Lakhdari, F., Adaptive Neuro-Fuzzy Speed Regulator Applied in Direct Torque Control for Induction Motor Drive Using Multilevel Inverter, (2016) International Review of Automatic Control (IREACO), 9 (4), pp. 182-191.
http://dx.doi.org/10.15866/ireaco.v9i4.9149

METREL d.d. (2007), Power Quality Analyzer-Plus MI 2292, Slovenia. Available: http://www.metrel.si

GAMAK, 3-phase cage induction motors totally enclosed (IP 55), Catalogue No. 046E/09, Turkey, Available: www.gamak.com.


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