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DRL-HEMS: Deep Reinforcement Learning Agent for Demand Response in Home Energy Management Systems Considering Customers and Operators Perspectives
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Institute of Electrical and Electronics Engineers Inc.
, 2022 , Article)
With the smart grid and smart homes development, different data are made available, providing a source for training algorithms, such as deep reinforcement learning (DRL), in smart grid applications. These algorithms allowed ...
Demand Response in HEMSs Using DRL and the Impact of Its Various Configurations and Environmental Changes
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MDPI
, 2022 , Article)
With smart grid advances, enormous amounts of data are made available, enabling the training of machine learning algorithms such as deep reinforcement learning (DRL). Recent research has utilized DRL to obtain optimal ...
Five-level F-type inverter with buck-boost converter-based equalization channels
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Elsevier B.V.
, 2023 , Article)
Multilevel inverters have been widely used in various applications, as they provide output voltage with better quality, lower dv/dt, and lower Total Harmonic Distortion (THD). Multilevel inverter such as Neutral Point ...
PV/Battery Grid Integration Using a Modular Multilevel Isolated SEPIC-Based Converter
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MDPI
, 2022 , Article)
Photovoltaic (PV) plants can be built rapidly when compared with other conventional electrical plants; hence, they are a competent candidate for supplying the electricity grid. The output power of the PV modules can be ...
An isolated-boost-converter-based unidirectional three-phase off-board fast charger for electric vehicles
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John Wiley and Sons Inc
, 2022 , Article)
In this work, a novel three-phase unidirectional off-board Electric Vehicles (EVs) fast charger is proposed. Each phase of the proposed converter consists of a two-stage converter. The first stage is an AC–DC front-end ...
An isolated-boost-converter-based unidirectional three-phase off-board fast charger for electric vehicles
(
John Wiley and Sons Inc
, 2022 , Article)
In this work, a novel three-phase unidirectional off-board Electric Vehicles (EVs) fast charger is proposed. Each phase of the proposed converter consists of a two-stage converter. The first stage is an AC–DC front-end ...
Development of Modular DC-DC Converters for Low-Speed Electric Vehicles Fast Chargers
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Elsevier B.V.
, 2021 , Article)
To increase the utilization of Low-Speed Electric Vehicles (LS-EVs), rapid recharging of the EV's battery pack turn out to be essential. This permits reduced charging times, greater vehicle utility, and broader adoption ...