Review of distribution network phase unbalance: Scale, causes, consequences, solutions, and future research directions

K Ma, L Fang, W Kong - CSEE Journal of Power and Energy …, 2020 - ieeexplore.ieee.org
Phase unbalance is widespread in the distribution networks in the UK, continental Europe,
US, China, and other countries and regions. This paper first reviews the mass scale of phase …

A study of load imbalance influence on power quality assessment for distribution networks

CI Ciontea, F Iov - Electricity, 2021 - mdpi.com
Power quality studies for distribution networks are very important for future network
expansions realized by utility companies, so the accuracy of such studies is critical. Load …

Review of the opportunities and challenges to accelerate mass‐scale application of smart grids with large‐language models

H Shi, L Fang, X Chen, C Gu, K Ma, X Zhang… - IET Smart …, 2024 - Wiley Online Library
Smart grids represent a paradigm shift in the electricity industry, moving from traditional one‐
way systems to more dynamic, interconnected networks. These grids are characterised by …

Framework of 2D KDE and LSTM-based forecasting for cost-effective inventory management in smart manufacturing

M Kim, J Lee, C Lee, J Jeong - Applied Sciences, 2022 - mdpi.com
Over the last decade, the development of machine-learning models has enabled the design
of sophisticated regression models. For this reason, studies have been conducted to design …

Leveraging large-deviation statistics to decipher the stochastic properties of measured trajectories

S Thapa, A Wyłomańska, G Sikora… - New Journal of …, 2021 - iopscience.iop.org
Extensive time-series encoding the position of particles such as viruses, vesicles, or
individual proteins are routinely garnered in single-particle tracking experiments or …

A Game-Theoretic Approach for Electric Vehicle Aggregators Participating in Phase Balancing Considering Network Topology

J Huang, X Wang, Y Wang, C Shao… - … on Smart Grid, 2023 - ieeexplore.ieee.org
With the increasing popularity of electric vehicles (EVs), uncontrolled charging of single-
phase plug-in EVs will result in severe three-phase unbalance problem in distribution …

Combined correlation and cluster analysis for long-term power quality data from virtual power plant

M Jasiński - Electronics, 2021 - mdpi.com
Analysis of the connection between different units that operate in the same area assures
always interesting results. During this investigation, the concerned area was a virtual power …

Probabilistic impact assessment of phase power imbalance in the LV networks with increasing penetrations of low carbon technologies

W Kong, K Ma, F Li - Electric Power Systems Research, 2022 - Elsevier
Phase imbalances cause a range of network issue, from day-to-day energy losses to long-
run capacity wastes that increase investment costs. The impact on low voltage (LV) network …

Cost-benefit analysis of phase balancing solution for data-scarce LV networks by cluster-wise gaussian process regression

W Kong, K Ma, L Fang, R Wei… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Phase imbalance widely exists in the UK's low voltage (415 V, LV) distribution networks. The
imbalances not only lead to insufficient use of LV network assets but also cause energy …

A NOVEL PROBABILISTIC METHOD FOR ENERGY LOSS ESTIMATION USING MINIMAL LINE CURRENT INFORMATION

XZ Nazirova, OZ Nazirova, SA Abdunazarov - SCHOLAR, 2023 - researchedu.org
Despite it is essential to distribution network economics, computing energy loss for most
major networks is still a tough task due to the absence of full monitoring. Assume the line …