Deep learning in energy modeling: Application in smart buildings with distributed energy generation

SA Nabavi, NH Motlagh, MA Zaidan, A Aslani… - IEEE …, 2021 - ieeexplore.ieee.org
Buildings are responsible for 33% of final energy consumption, and 40% of direct and
indirect CO 2 emissions globally. While energy consumption is steadily rising globally …

Mind the gap between PV generation and residential load curves: Maximizing the roof-top PV usage for prosumers with an IoT-based adaptive optimization and …

SV Oprea, A Bâra - Expert Systems with Applications, 2023 - Elsevier
The necessity to diversification in terms of energy sources, especially for residential
consumers, becomes more stringent as the prices of electricity are going up. There are …

Two novel blockchain-based market settlement mechanisms embedded into smart contracts for securely trading renewable energy

SV Oprea, A Bâra, AI Andreescu - IEEE access, 2020 - ieeexplore.ieee.org
The progress of ICT technologies, day-ahead forecast, home energy management systems,
implementation of smart meters, and Distributed Energy Sources (DER) enables new …

Integration of electric vehicles and energy storage system in home energy management system with home to grid capability

A Mohammad, M Zuhaib, I Ashraf, M Alsultan, S Ahmad… - Energies, 2021 - mdpi.com
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 …

Feasibility of low-cost energy management system using embedded optimization for PV and battery storage assisted residential buildings

KE Ouedraogo, PO Ekim, E Demirok - Energy, 2023 - Elsevier
In this study, an energy management system (EMS) focusing on low-cost hardware and
embedded optimization has been built. A benchmark consisting of a residential photovoltaic …

Design and development of human resource management computer system for enterprise employees

T Wang, N Li, H Li - Plos one, 2021 - journals.plos.org
Client-Server (C/S) application is always used in the existing Human Resource
Management System (HRMS) as the system architecture, which has the problems of …

Storage management optimization based on electrical consumption and production forecast in a photovoltaic system

A Aouad, K Almaksour, D Abbes - Mathematics and Computers in …, 2024 - Elsevier
Decentralized energy production, particularly from photovoltaic (PV) systems, is becoming
increasingly prevalent, leading to a rise in the number of energy producers and consumers …

Design of English hierarchical online test system based on machine learning

X Wang, D Zhang, A Asthana, S Asthana… - Journal of Intelligent …, 2021 - degruyter.com
Large amount of data are exchanged and the internet is turning into twenty-first century Silk
Road for data. Machine learning (ML) is the new area for the applications. The artificial …

Optimizing real-time demand response in smart homes through fuzzy-based energy management and control system

İF Tepe, E Irmak - Electrical Engineering, 2024 - Springer
This paper introduces an innovative demand response energy management system tailored
for smart homes, aimed at optimizing appliance usage in real time. The system considers …

Fuzzy logic for renewable energy recommendation and regional consumption forecast using SARIMA and LSTM

W Bonventi, EP Godoy - Journal of Renewable and Sustainable …, 2023 - pubs.aip.org
The use of renewable energy, notably solar and wind energy, has grown exponentially in
Brazil. Consumers can generate their energy using renewable sources, whether …