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Design and Implementation of a Cloud-IoT-Based Home Energy Management System [PDF]
Sensors, 2022 The advances in the Internet of Things (IoT) and cloud computing opened new opportunities for developing various smart grid applications and services.
Felipe Condon +4 more
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Design and Implementation of a Smart Home Energy Management System Using IoT and Machine Learning [PDF]
E3S Web of Conferences, 2023 The paper “Design and Implementation of a Smart Home Energy Management System Using IoT and Machine Learning” proposes a system that aims to optimize energy consumption in a smart home environment.
Devi M. +3 more
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Deep reinforcement learning for home energy management system control
Energy and AI, 2021 The use of machine learning techniques has been proven to be a viable solution for smart home energy management. These techniques autonomously control heating and domestic hot water systems, which are the most relevant loads in a dwelling, helping ...
Paulo Lissa +5 more
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Sensors, 2019 This paper presents a data-driven approach that leverages reinforcement learning to manage the optimal energy consumption of a smart home with a rooftop solar photovoltaic system, energy storage system, and smart home appliances.
Sangyoon Lee, Dae-Hyun Choi
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Home Energy Management System Based on Priority of devices [PDF]
Journal of Computing and Communication, 2022 The rising number of home devices, as well as the differences in technology between them (smart and traditional), are the causes of the difficulty in balancing the use of energy in the home.
Ahmed Abd Elwahed +3 more
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Smart home energy management processes support through machine learning algorithms
Energy Reports, 2022 Smart Home Energy Management Systems can manifest energy consumption reduction targets in the residential sector and can be viewed as an approach to transform the consumer into an active prosumer. The present paper presents a smart home energy management
Nikolaos Koltsaklis +3 more
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Mixed integer smart off-grid home energy management system
Energy Reports, 2021 Hybrid PV/diesel generator/batteries systems are applied for many off-grid homes overall the world. Most of the existing studies neglect the effect of loading level of diesel generators on the fuel consumption and/or system efficiency.
Rasha Elazab +3 more
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Low-cost fuzzy logic-controlled home energy management system
Journal of Electrical Systems and Information Technology, 2023 This paper presents a low-cost method for real-time energy management in residences. Light, motion, temperature, and sound sensors are system inputs. Lighting, heating, and cooling output powers are set according to sensor data and consumer conditions ...
Furkan Acun, Mehmet Çunkaş
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Energies, 2021 In this paper, we proposed a home energy management system (HEMS) that includes photovoltaic (PV), electric vehicle (EV), and energy storage systems (ESS). The proposed HEMS fully utilizes the PV power in operating domestic appliances and charging EV/ESS.
Arshad Mohammad +6 more
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