A comprehensive review on smart grids: Challenges and opportunities

JJ Moreno Escobar, O Morales Matamoros… - Sensors, 2021 - mdpi.com
Recently, the operation of distribution systems does not depend on the state or utility based
on centralized procedures, but rather the decentralization of the decisions of the distribution …

Market mechanisms and trading in microgrid local electricity markets: A comprehensive review

Y Zahraoui, T Korõtko, A Rosin, H Agabus - Energies, 2023 - mdpi.com
Electricity generation using distributed renewable energy systems is becoming increasingly
common due to the significant increase in energy demand and the high operation of …

CBLSTM-AE: a hybrid deep learning framework for predicting energy consumption

O Jogunola, B Adebisi, KV Hoang, Y Tsado, SI Popoola… - Energies, 2022 - mdpi.com
Multisource energy data, including from distributed energy resources and its multivariate
nature, necessitate the integration of robust data predictive frameworks to minimise …

Heavy-head sampling for fast imitation learning of machine learning based combinatorial auction solver

C Peng, B Liao - Neural Processing Letters, 2023 - Springer
The winner determination problem of a combinatorial auction can be modeled as mixed-
integer linear programming, and is a popular benchmark to evaluate modern solvers …

A computationally efficient method for energy allocation in spot markets with application to transactive energy systems

S Sabir, S Kelouwani, N Henao, K Agbossou… - IEEE …, 2022 - ieeexplore.ieee.org
Spot markets provide an interesting opportunity for profit maximization by energy trading
based on immediate decisions on participant bids. However, their short market-clearing time …

A Continuous Multistage Load Shedding Algorithm for Industrial Processes Based on Metaheuristic Optimization

FC Baiceanu, O Ivanov, RC Beniuga, BC Neagu… - Mathematics, 2023 - mdpi.com
At complex industrial sites, the high number of large consumers that make the technological
process chain requires direct supply from the main high-voltage grid. Often, for operational …

A Clearing Mechanism with Reduced Computational Complexity for Spot Flexibility Markets

S Sabir, S Kelouwani, N Henao… - Journal of Modern …, 2024 - ieeexplore.ieee.org
The spot flexibility markets are before the real-time energy exchange, allowing demand-side
management to reduce energy consumption during peak periods. In these markets, demand …

Consumer-centric and capital efficient design of community microgrids for financially-Strapped communities

EM Gui, I MacGill, R Betz - … Part B: Economics, Planning, and Policy, 2021 - Taylor & Francis
Subscription-based microgrids have been deployed to serve electricity needs of rural
communities due to their simple user interfaces and basic energy management …

A Bid Selection Model for Computational Cost Reduction of Transactive Energy Aggregator in Smart Grids

S Sabir, S Kelouwani, SS Hosseini… - 2022 North …, 2022 - ieeexplore.ieee.org
With a short duration of five to fifteen minutes and a significant number of participants, the
computational cost is a big challenge for aggregators' decision-making in the Transactive …

[PDF][PDF] An enhanced approach for solving winner determination problem in reverse combinatorial auctions

J Abusalama, S Razali, YH Choo - Indonesian Journal of Electrical …, 2022 - academia.edu
When a disaster occurs, the single agent does not have complete knowledge about the
circumstances of the disaster. Therefore, the rescue agents should coordinate with each …