104 PREDICTIVE APPROACH TO ELECTRICAL MAINTENANCE OF A DRIVER OF A CENTRIFUGAL PUMP USING ARTIFICIAL INTELLIGENCE
César Javier, Gil Arrieta · Dialnet (Universidad de la Rioja) · 2010
We report here in the preliminary results obtained from the measurement of some of the major operating variables of a three-phase induction motor which drives a centrifugal pump (motor-pump), whereby it was possible to establish actions that indicate that it is possible to relate different operating regimes of the group under study with some predictive maintenance techniques applied in turn artificial intelligence tools that will provide maintenance dates depending on engine efficiency and other technical aspects such as constructive maximum temperature operating according to the manufacturer, thus comprising a set of strategies that will ultimately “build an intelligent information curve applicable to the management of maintenance before the failure happens.”