A review of distribution network applications based on smart meter data analytics
The large-scale roll-out of smart meters allows the collection of a vast amount of fine-grained
electricity consumption data. Once analyzed, such data can enable cutting-edge data-driven …
electricity consumption data. Once analyzed, such data can enable cutting-edge data-driven …
Power grids as complex networks: Resilience and reliability analysis
Power grids are cyber-physical systems and can be modelled as network systems where
individual units (generators, busbars and loads) are interconnected through physical and …
individual units (generators, busbars and loads) are interconnected through physical and …
Big data analytics for future electricity grids
This paper provides a survey of big data analytics applications and associated
implementation issues. The emphasis is placed on applications that are novel and have …
implementation issues. The emphasis is placed on applications that are novel and have …
Assimilation of 3D printing, Artificial Intelligence (AI) and Internet of Things (IoT) for the construction of eco-friendly intelligent homes: An explorative review
The construction industry is witnessing a transformative shift towards sustainable and
intelligent housing solutions driven by advancements in 3D printing, Artificial Intelligence …
intelligent housing solutions driven by advancements in 3D printing, Artificial Intelligence …
Learning distribution grid topologies: A tutorial
Unveiling feeder topologies from data is of paramount importance to advance situational
awareness and proper utilization of smart resources in power distribution grids. This tutorial …
awareness and proper utilization of smart resources in power distribution grids. This tutorial …
Machine learning-enabled distribution network phase identification
The distribution network has typically been the least observable and most dynamic and
locally controlled element in the power grid. Complete information about the network …
locally controlled element in the power grid. Complete information about the network …
Low voltage customer phase identification methods based on smart meter data
The increased deployment of distributed energy generation and the integration of new, large
electric loads such as electric vehicles and heat pumps challenge the correct and reliable …
electric loads such as electric vehicles and heat pumps challenge the correct and reliable …
Assessment of measurement-based phase identification methods
The task of determining the phase connection of customers, known as phase identification,
is crucial to obtain accurate distribution system models. This paper starts with a thorough …
is crucial to obtain accurate distribution system models. This paper starts with a thorough …
Consensus based phase connectivity identification for distribution network with limited observability
MU Hashmi, D Brummund, R Lundholm… - … Energy, Grids and …, 2023 - Elsevier
The mitigation of distribution network (DN) unbalance and the use of single-phase flexibility
for congestion mitigation requires accurate phase connection information, which is often not …
for congestion mitigation requires accurate phase connection information, which is often not …
Identifying common errors in distribution system models
This paper discusses common types of errors that are frequently present in utility distribution
system models and which can significantly influence distribution planning and operational …
system models and which can significantly influence distribution planning and operational …