The advent of new types of loads, such as power electronics and the increased penetration of low-inertia motors in the existing distribution grids alter the dynamic behavior of conventional power systems. Therefore, more accurate dynamic, aggregate, load models are required for the rigorous assessment of the stability limits of modern distribution networks. In this paper, a measurement-based, input/output, aggregate load model is proposed, suitable for dynamic simulations of distribution grids. The new model can simulate complex load dynamics by employing variable-order transfer functions. The minimum required model order is automatically determined through an iterative procedure. The applicability and accuracy of the proposed model are thoroughly evaluated under distinct loading conditions and network topologies using measurements acquired from a laboratory-scale test setup. Furthermore, the performance of the proposed model is compared against other conventional load models, using the mean absolute percentage error.
|Number of pages||6|
|Publication status||Accepted/In press - 29 Apr 2017|
|Event||7th IEEE International conference on Innovative Smart Grid Technologies - Politecnico di Torino, Torino, Italy|
Duration: 26 Sep 2017 → 9 Oct 2017
Conference number: 7th
|Conference||7th IEEE International conference on Innovative Smart Grid Technologies|
|Abbreviated title||ISGT Europe 2017|
|Period||26/09/17 → 9/10/17|
- distribution grids
- dynamic equivalencing
- measurement-based approach
- system identification techniques
Kontis, E. O., Syed, M. H., Guillo-Sansano, E., Papadopoulos, T. A., Chrysochos, A. I., Papagiannis, G. K., & Burt, G. M. (Accepted/In press). Development of measurement-based load models for the dynamic simulation of distribution grids. Paper presented at 7th IEEE International conference on Innovative Smart Grid Technologies, Torino, Italy.