Low Voltage Distribution Networks Modeling and Unbalanced (Optimal) Power Flow: A Comprehensive Review

被引:11
|
作者
Ibrahim, Ibrahim Anwar [1 ,2 ]
Hossain, M. J. [3 ]
机构
[1] Macquarie Univ, Sch Engn, Sydney, NSW 2109, Australia
[2] CSIRO Energy Ctr, Mayfield West, NSW 2300, Australia
[3] Univ Technol Sydney, Sch Elect & Data Engn, Sydney, NSW 2007, Australia
关键词
Tools; Mathematical models; Load modeling; Data models; Distribution networks; Prediction algorithms; Planning; Power distribution networks; phase unbalanced; power flow; mathematical optimization; inverter control; smart grid; ALONE PHOTOVOLTAIC SYSTEM; SCALE UNIT COMMITMENT; SEARCH FILTER METHODS; INTERIOR-POINT METHOD; LOAD-FLOW; STATE ESTIMATION; OPTIMIZATION; ALGORITHM; CONVERGENCE; GENERATION;
D O I
10.1109/ACCESS.2021.3120803
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The rapid increase of distributed energy resources (DERs) installation at residential and commercial levels can pose significant technical issues on the voltage levels and capacity of the network assets in distribution networks. Most of these issues occur in low-voltage distribution networks (LVDNs) or near customer premises. A lack of understanding of the networks and advanced planning approaches by distribution network providers (DNSPs) has led to rough estimations for maximum DERs penetration levels that LVDNs can accommodate. These issues might under- or over-estimate the actual hosting capacity of the LVDNs. Limited available data on LVDNs' capacity to host DERs makes planning, installing, and connecting new DERs problematic and complex. In addition, the lack of transparency in LVDN data and information leads to model simplifications, such as ignoring the phase imbalance. This can lead to grossly inaccurate results. The main aim of this paper is to enable the understanding of the true extent of local voltage excursions to allow more targeted investment, improve the network's reliability, enhance solar performance distribution, and increase photovoltaic (PV) penetration levels in LVDNs. Therefore, this paper reviews the state-of-the-art best practices in modeling unbalanced LVDNs as accurately as possible to avoid under- or over-estimation of the network's hosting capacity. In addition, several PV system modeling variations are reviewed, showing their limitations and merits as a trade-off between accuracy, computational burden, and data availability. Moreover, the unbalanced power flow representations, solving algorithms, and available tools are explained extensively by providing a comparative study between these tools and the ones most commonly used in Australia. This paper also presents an overview of unbalanced optimal power flow representations with their related objectives, solving algorithms, and tools.
引用
收藏
页码:143026 / 143084
页数:59
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