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Probabilistic Forecasting Framework Oriented to Distribution Networks and Microgrids
(Institute of Electrical and Electronics Engineers Inc., 2024)
In electrical distribution networks an adequate management is key for supporting the deployment of renewable generation sources and microgrids while extracting their maximum potential. Among the existing optimization ...
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On the performance of a GPU-based SoC in a distributed spatial audio system
(Springer, 2021)
Many current system-on-chip (SoC) devices are composed of low-power multicore processors combined with a small graphics accelerator (or GPU) offering a trade-off between computational capacity and low-power consumption. ...
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Monthly Electricity Demand Patterns and Their Relationship With the Economic Sector and Geographic Location
(IEEE, 2021-06)
In a highly competitive and liberalized energy market, where the retail of electricity is open to many potential companies, it is essential to have tools that help make decisions and guide the design of marketing strategies. ...
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Customer Identification for Electricity Retailers Based on Monthly Demand Profiles by Activity Sectors and Locations
(Institute of Electrical and Electronics Engineers, 2023-01)
The increasing competition in the electric sector is challenging retail companies as they must assign its commercial efforts to attract the most profitable customers. Those are whose energy demand best fit certain target ...
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Decision Support System to Classify and Optimize the Energy Efficiency in Smart Buildings: A Data Analytics Approach
(MDPI, 2022-02)
In this paper, an intelligent data analysis method for modeling and optimizing energy efficiency in smart buildings through Data Analytics (DA) is proposed. The objective of this proposal is to provide a Decision Support ...
Artículo
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Phase topology identification in low-voltage distribution networks: a Bayesian approach
(Elsevier, 2023-01)
Knowledge of customer phase connection in low-voltage distribution networks is important for Distribution System Operators (DSOs). This paper presents a novel data-driven phase identification method based on Bayesian inference, ...
Artículo
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Low-dimensional representation of monthly electricity demand profiles
(Elsevier, 2023-03)
This paper addresses the problem of reducing the number of values required to characterize an electricity demand profile, which is usually known as its dimensionality. This reduction may have a significant impact on the ...
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A retrospective analysis of the impact of the COVID-19 restrictions on energy consumption at a disaggregated level
(Elsevier, 2021)
Since the emergence of the virus that causes COVID-19 (the SARS-CoV-2) in Wuhan in December 2019, societies all around the world have had to change their normal life patterns due to the restrictions and lockdowns imposed by ...
Artículo
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Flexibility Services Based on OpenADR Protocol for DSO Level
(MDPI, 2020-11)
Nowadays, Distribution System Operators are increasing the digitalization of their smart grids, making it possible to measure and manage their state at any time. However, with the massive eruption of change-distributed ...
Artículo
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Evaluating distribution system operators: automated demand response and distributed energy resources in the Flexibility4Chile project
(Institute of Electrical and Electronics Engineers, 2020-08)
The mission of distribution system operators (DSOs) is to operate and manage distribution networks in a safe and secure manner. DSOs are also responsible for developing distribution grids to ensure the long-term ability ...