Deep learning in economics: a systematic and critical review

Y Zheng, Z Xu, A Xiao - Artificial Intelligence Review, 2023 - Springer
From the perspective of historical review, the methodology of economics develops from
qualitative to quantitative, from a small sampling of data to a vast amount of data. Because of …

[HTML][HTML] Energy Communities: A review on trends, energy system modelling, business models, and optimisation objectives

E Barabino, D Fioriti, E Guerrazzi, I Mariuzzo… - … Energy, Grids and …, 2023 - Elsevier
Abstract Fostered by the European Union and governments worldwide, Energy
Communities are promising measures aimed at promoting local energy generation and …

Blockchain based transaction system with fungible and non-fungible tokens for a community-based energy infrastructure

N Karandikar, A Chakravorty, C Rong - Sensors, 2021 - mdpi.com
Renewable energy microgeneration is rising leading to creation of prosumer communities
making it possible to extract value from surplus energy and usage flexibility. Such a peer-to …

Day-ahead optimal power flow for efficient energy management of urban microgrid

J Arkhangelski, M Abdou-Tankari… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
This study deals with the urban microgrid energy management that is dedicated to individual
and collective self-consumption by providing flexibility to the distribution grid (DG). The …

Digital transformation of microgrids: a review of design, operation, optimization, and cybersecurity

E Irmak, E Kabalci, Y Kabalci - Energies, 2023 - mdpi.com
This paper provides a comprehensive review of the future digitalization of microgrids to meet
the increasing energy demand. It begins with an overview of the background of microgrids …

A task matching model of photovoltaic storage system under the energy blockchain environment-based on GA-CLOUD-GS algorithm

J Liu, Y Lu - Energy, 2023 - Elsevier
Photovoltaic storage system (PVSS) has been spawned with the combined application of
photovoltaic (PV), energy storage (ES) and energy blockchain (EB), which has also made …

Predictive hierarchical control of power flow in large-scale PV microgrids with energy storage

A Valibeygi, SAR Konakalla… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Large-scale PV microgrids constitute a growing portion of distributed renewable generation
in many grids worldwide and are expected to continue their growth in the foreseeable future …

Efficient abnormal building consumption detection by deep learning LSTM IOT data classification

J Arkhangelski, M Abdou-Tankari… - 2022 11th International …, 2022 - ieeexplore.ieee.org
This research deals with the method of efficient detection of abnormal building energy
consumption and energy losses for further intelligent building energy management and …

[HTML][HTML] Analysis of a multi-objective hybrid system to generate power in different environmental conditions based on improved the Barnacles Mating Optimizer …

G Fan, M Li, X Chen, X Dong, K Jermsittiparsert - Energy Reports, 2021 - Elsevier
Industrial development, increased demand for energy, limited fossil fuels, and the prevention
of environmental damage have led to the use of renewable energy to produce power. The …

Performance benchmark of multi-layer neural network based solar MPPT for PV applications

F Saeed, MH Yousuf, HA Tauqeer… - … on emerging power …, 2021 - ieeexplore.ieee.org
A multi-layer feed-forward ANN-based approach is discussed in this paper to achieve
maximum power point tracking (MPPT). 70% of the data-set is trained with ANN algorithm …