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This paper presents a method for identifying the best linear circuit model parameters of a three-phase, round rotor synchronous machine. Standstill time-domain test data and the Maximum Likelihood estimator are used to identify the values for the equivalent circuit models. The estimated models are validated against the standstill data and an on-line test. A steady state error adjustment procedure is introduced and the results are analyzed. The nal dand q-axis model selections are based on thedoi:10.1109/60.638863 fatcat:wdtgcsrixjdf7drgq6qjlgwmhi