TY - GEN
T1 - Computational model for electric fault diagnosis in induction motors
AU - López-Cárdenas, Rodrigo
AU - Sánchez-Fernández, Luis Pastor
AU - Suárez-Guerra, Sergio
PY - 2009
Y1 - 2009
N2 - This article describes a novel computational model for electric fault diagnostic in induction motors. The essential concept is that a minimum electric fault, like inter-turn short circuit, produces a slight variation that can be identified in current and rotor speed signals. This model uses motor data catalogue to calculate constant parameters that are handled in an original mathematical algorithm that employs varying parameters as function of motor slip. The model performs electric fault simulation and with them, are obtained operation characteristics that build relative and absolute patterns for normal and fault operation. These patterns train a neural network that accomplish the diagnostic in its phase implementation.
AB - This article describes a novel computational model for electric fault diagnostic in induction motors. The essential concept is that a minimum electric fault, like inter-turn short circuit, produces a slight variation that can be identified in current and rotor speed signals. This model uses motor data catalogue to calculate constant parameters that are handled in an original mathematical algorithm that employs varying parameters as function of motor slip. The model performs electric fault simulation and with them, are obtained operation characteristics that build relative and absolute patterns for normal and fault operation. These patterns train a neural network that accomplish the diagnostic in its phase implementation.
KW - Computational model
KW - Fault diagnosis
KW - Induction motors
UR - http://www.scopus.com/inward/record.url?scp=84894347802&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-03156-4_46
DO - 10.1007/978-3-642-03156-4_46
M3 - Contribución a la conferencia
SN - 9783642031557
T3 - Advances in Intelligent and Soft Computing
SP - 453
EP - 462
BT - Advances in Computational Intelligence
PB - Springer Verlag
T2 - 2nd International Workshop on Advanced Computational Intelligence, IWACI 2009
Y2 - 22 June 2009 through 23 June 2009
ER -