학술논문

New data-based load modeling for active distribution networks
Document Type
article
Source
Revista UIS Ingenierías, Vol 22, Iss 4 (2023)
Subject
active distribution network
data-based models
distributed energy resources
dynamic models
load modeling
measurement-based models’ parameterization
Technology
Engineering (General). Civil engineering (General)
TA1-2040
Language
English
Spanish; Castilian
ISSN
1657-4583
2145-8456
Abstract
Electric systems are experiencing fast development, mainly motivated by the carbon reduction policies in the energy sector and the technological developments that introduce new elements and processes. The transition to active distribution networks (ADNs) represents a significant technological advancement in this ever-evolving context. Accurate models for each device present in ADNs are crucial for adequately representing their dynamics; however, load modeling poses challenges due to the vast diversity of load components, variations over time, and dependence on several factors. Despite these challenges, understanding load behavior is fundamental for efficient planning and operation of ADNs. Therefore, precise load models are indispensable for conducting preventive and forensic studies. This paper analyzes various scientific documents from the most relevant scientific databases, explicitly focusing on the challenge of measurement-based load modeling in ADNs. The main contribution of this document lies in enhancing the representation and understanding of loads in ADNs through the analysis of current approaches, challenges, and measurement-based modeling strategies. Additionally, it serves as a reference for future research in the field of load modeling.