A Neuro Fuzzy Application: Soft Starting of Induction Motors with Reduced Energy Losses

References

• Kashif , A. R. and Saqib , M. A. 2007 . “Soft starting of induction motor using adaptive neuro fuzzy inference system” . Proceedings of the International Conference on Electrical Engineering . April 11–12 2007 , Lahore , Pakistan.
   Google Scholar
• McEleven , R. F. and Tonny , M. K. 2001 . “Starting high inertia loads” . IEEE Trans. Industry Appl. , Vol. 37 ( No. 1 ) : 137 – 144 .
   Web of Science ®Google Scholar
• William , A. J. and Griffith , M. S. 1978 . “Evaluating the effects of motor starting on industrial and commercial power systems” . IEEE Trans. Industry Appl. , Vol. IA-14 ( No. 4 ) : 292 – 299 .
   Web of Science ®Google Scholar
• Gasteli , A. and Ahmed , M. M. 2005 . “ANN-based soft starting of voltage-controlled-fed IM drive system” . IEE Trans. Energy Convers. , Vol. 20 ( No. 3 ) : 497 – 503 .
   Web of Science ®Google Scholar
• Saqib , M. A. , Kashif , A. R. and Tehzeeb-ul-Hassan . 2007 . “Soft starter of induction motor using neural network based feedback estimator” . Proceedings of the Australasian Universities Power Engineering Conference . December 9–12 2007 , Perth , Australia.
   Google Scholar
• Larabee , J. , Pellegrino , B. and Flick , B. 2005 . “Induction motor starting methods and issues” . 52nd Annual Petroleum and Chemical Industry Conference . September 12–14 2005 , Denver , CO . pp. 217 – 222 .
   Google Scholar
• El Ferik , S. , Belhadj , C. A. , Benamor , L. and Hussain , A. S. 2006 . “Harmonic induced by TRIAC based soft starter of an induction motor in a residential air conditioner” . Proceedings of the 25th IASTED International Conference on Modelling, Identification and Control . February 6–8 2006 , Lanzarote, Canary Islands , Spain.
   Google Scholar
• Gritter , D. , Wang , D. and Habetler , T. G. 2000 . “Soft starter inside delta motor modeling and its control” . Proc. IEEE Industry Appl. Conf. October 8–12 2000 . Vol. 2 , pp. 1137 – 1141 .
   Google Scholar
• Kay , J. A. , Paes , R. H. , Seggewiss , J. G. and Ellis , R. G. 2000 . “Methods for the control of large medium-voltage motors: Application considerations and guidelines” . IEEE Trans. Industry , Vol. 36 : 1688 – 1696 .
   Web of Science ®Google Scholar
• Rezek , A. J. and Coelho , C. A. D. 2000 . “Energy conservation with use of soft starter” . Proc. Harmon. Qual. Power , Vol. 1 1–4 October : 354 – 359 .
   Google Scholar
• Kashif , A. R. and Saqib , M. A. 2008 . “Soft starter of induction motor using adaptive neuro fuzzy inference system and back propagation based feedback estimator” . Proceedings of the 6th ICEENG Conference . May 27–29 2008 , Cairo , Egypt.
   Google Scholar
• Kashif , A. R. and Saqib , M. A. 2008 . “The use of Simulink and PSpice as educational tools in the teaching of power electronics” . Austral. J. Elect. Electron. Eng. , Vol. 4 ( No. 1 ) : 55 – 62 .
   Google Scholar
• Bose , B. K. 2002 . Modern Power Electronics and AC Drives Prentice Hall. .
   Google Scholar
• Gulley , N. and Jang , J. S. R. 1995 . Fuzzy Logic Toolbox—A Reference Guide Natick , MA : The Mathworks Inc. .
   Google Scholar
• Ayyub , M. 2004 . “Application of genetic algorithms for optimal design of fuzzy logic controller” . Proceedings of AICTE sponsored National Conference on Control, Communication and Information Systems . January 23–24 2004 , Goa , India.
   Google Scholar
• Ayyub , M. 2006 . “ANFIS based soft-starting and speed control of AC voltage controller-fed induction motor” . Power India Conference . April 10–12 2006 , New Delhi , India.
   Google Scholar
• Chen , S. , Cowan , C. F. N. and Grant , P. M. 1991 . “Orthogonal least squares learning algorithms for radial basis function network” . IEEE Trans. Neural Networks , Vol. 2 ( No. 2 ) : 302 – 309 .
   Web of Science ®Google Scholar
• Kaiqi , Z. , Dianguo , X. and Yi , W. 2003 . “Discrete variable frequency soft starting on DSP-based voltage controller-fed IM drive” . 29th Annual Conference of the IEEE Industrial Electronics Society (IECON '03) . November 2–6 2003 , Roanoke , VA .
   Google Scholar
• Jang , J. S. , Sun , C. T. and Mizutani , E. 1997 . Neuro-Fuzzy and Soft Computing—A Computational Approach to Learning and Machine Intelligence Prentice-Hall. .
   Google Scholar