In this paper a new approach is proposed for dynamically modelling of eletric power loads in which the parameters of the equivalent single-unit model are estimated with constrained non-linear recursive filter (CNLRF) based on the data obtained from field tests. No prior knowledge of the values of individual load parameters nor the iterative solution of the state equations is required.
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