[HTML][HTML] Implementation of artificial intelligence techniques in microgrid control environment: Current progress and future scopes

R Trivedi, S Khadem - Energy and AI, 2022 - Elsevier
Microgrids are gaining popularity by facilitating distributed energy resources (DERs) and
forming essential consumer/prosumer centric integrated energy systems. Integration …

A synthetic dataset of Danish residential electricity prosumers

R Yuan, SA Pourmousavi, WL Soong, AJ Black… - Scientific Data, 2023 - nature.com
Conventional residential electricity consumers are becoming prosumers who not only
consume electricity but also produce it. This shift is expected to occur over the next few …

DER capacity assessment of active distribution systems using dynamic operating envelopes

M Mahmoodi, L Blackhall, SMN RA… - … on Smart Grid, 2023 - ieeexplore.ieee.org
The increasing deployment of distributed energy resources (DER) within electricity
distribution systems can push them outside their safe operational limits. This urges the …

[PDF][PDF] A review of publicly available energy data sets

S Kapoor, B Sturmberg, M Shaw - Wattwatchers' My Energy …, 2020 - wattwatchers.com.au
With increasing levels of renewable energy powering our electricity system, data that tracks
energy generation, distribution and consumption has never been more important. For …

Network-aware demand-side management framework with a community energy storage system considering voltage constraints

CP Mediwaththe, L Blackhall - IEEE Transactions on Power …, 2020 - ieeexplore.ieee.org
This paper studies the feasibility of integrating a community energy storage (CES) system
with rooftop photovoltaic (PV) power generation for demand-side management of a …

Impact of residential battery energy storage systems on the peak reverse power flows from distributed photovoltaic systems

HS Zhou, R Passey, A Bruce, AB Sproul - Journal of Energy Storage, 2022 - Elsevier
The significant growth in the number of distributed photovoltaic (PV) systems installed
behind the customers' meter in the last decade has provided financial savings for customers …

Applying responsible algorithm design to neighbourhood-scale batteries in Australia

H Ransan-Cooper, BCP Sturmberg, ME Shaw… - Nature Energy, 2021 - nature.com
The digital energy era presents at least three systemic concerns to the design and operation
of algorithms: bias of considerations towards the easily quantifiable; inhibition of …

Optimization-based operation of distribution grids with residential battery storage: Assessing utility and customer benefits

WC De Carvalho, EL Ratnam… - … on Power Systems, 2022 - ieeexplore.ieee.org
Increasing levels of distributed solar photovoltaic (PV) generation has created significant
technical challenges in distribution networks, particularly regarding voltage regulation. Small …

[HTML][HTML] Accurate battery models matter: Improving battery performance assessment using a novel energy management architecture

H Wang, SA Pourmousavi, WL Soong, X Zhang… - Journal of Power …, 2025 - Elsevier
Inaccurate modelling of battery energy storage systems (BESSs) leads to significant
financial and technical challenges, undermining investment confidence in large-scale BESS …

Non-Intrusive Load Monitoring in Smart Grids: A Comprehensive Review

Y Liu, Y Wang, J Ma - arxiv preprint arxiv:2403.06474, 2024 - arxiv.org
Non-Intrusive Load Monitoring (NILM) is pivotal in today's energy landscape, offering vital
solutions for energy conservation and efficient management. Its growing importance in …