PMU-based distribution network load modelling using Harmony Search Algorithm

• Published in: 2012 Proceedings of 17th Conference on Electrical Power Distribution Networks pp. 1 - 6
• Main Authors: Alinejad, B., Akbari, M., Kazemi, H.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.05.2012
• Subjects: dynamic model; Equations; HSA; Induction machines; Least Square Algorithm Distribution Network; Load modeling; Mathematical model; Phasor measurement units; PMU; Power system dynamics; Reactive power; static model
• ISBN: 1467314188; 9781467314183

In this paper a new technique for estimation of distribution network load model parameters based on PMU measurements data and Harmony Search Algorithm (HSA) is proposed. Distribution network loads reveal some complicated behavior as these networks are connected to distributed generations (DG) such as fuel cells or wind turbines which implements modern electrical machines. Therefore, the conventional models of the distribution loads should be modified to overcome this problem. Estimated model not only should have a same response to real model in the normal condition of the network, but also must be valid under network faults and transient conditions. In this paper the load model and its relative equations has been modified. Estimation of the double fed induction machine (DFIM) parameters and load power-dependability to network frequency change are included in the model. The proposed model is simulated in Matlab/Simulink software under some normal and abnormal conditions of the network. The results show the efficiency and capability of the algorithm.