Daily electric vehicle charging load profiles considering demographics of vehicle users
Sign Up to like & getrecommendations! Published in 2020 at "Applied Energy"
DOI: 10.1016/j.apenergy.2020.115063
Abstract: Abstract Travel pattern of an electric vehicle (EV) user and the accuracy of their probability distribution models are the key factors affecting the simulation and prediction of EV charging load. Most of the existing works… read more here.
Keywords: load profiles; electric vehicle; charging load; travel pattern ... See more keywords
From residential electric load profiles to flexibility profiles – A stochastic bottom-up approach
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DOI: 10.1016/j.enbuild.2020.110133
Abstract: Abstract This paper presents a stochastic bottom-up model for flexibility in the residential electric load profile. The model accounts for user-behaviour and all relevant technologies, characterising their diversity in sizing and controller settings. The flexibility… read more here.
Keywords: stochastic bottom; load profiles; electric load; residential electric ... See more keywords
Comparing Generative Adversarial Networks architectures for electricity demand forecasting
Sign Up to like & getrecommendations! Published in 2021 at "Energy and Buildings"
DOI: 10.1016/j.enbuild.2021.111152
Abstract: Abstract This paper introduces short-term load forecasting (STLF) using Generative Adversarial Networks (GAN). STLF was explored using several Artificial Intelligence based methods that offered excellent results. However, the usage of GAN models in this field… read more here.
Keywords: generative adversarial; networks architectures; load profiles; load ... See more keywords
Comparison of load profiles in a mini-grid: Assessment of performance metrics using measured and interview-based data
Sign Up to like & getrecommendations! Published in 2018 at "Energy for Sustainable Development"
DOI: 10.1016/j.esd.2018.01.009
Abstract: Abstract Mini-grids are seen as an important option for increasing access to electricity in non-electrified rural areas where grid-extension is unfeasible. Appropriately dimensioning and constructing mini-grids requires knowledge of electricity usage. There is currently a… read more here.
Keywords: load profiles; interview based; mini grid; load ... See more keywords
Day-ahead Short-Term Load Forecasting for Holidays Based on Modification of Similar Days’ Load Profiles
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3150344
Abstract: Short-term load forecasting (STLF) is necessary for system operators; however, its difficulty has been increasing since distributed resources, particularly behind-the-meter (BTM) PV resources, have been introduced to power systems. This study proposes a framework for… read more here.
Keywords: load forecasting; load profiles; term load; load ... See more keywords
Impacts of Load Profiles on the Optimization of Power Management of a Green Building Employing Fuel Cells
Sign Up to like & getrecommendations! Published in 2018 at "Energies"
DOI: 10.3390/en12010057
Abstract: This paper discusses the performance improvement of a green building by optimization procedures and the influences of load characteristics on optimization. The green building is equipped with a self-sustained hybrid power system consisting of solar… read more here.
Keywords: load profiles; system; green building; power ... See more keywords
A Cross-Country Model for End-Use Specific Aggregated Household Load Profiles
Sign Up to like & getrecommendations! Published in 2021 at "Energies"
DOI: 10.3390/en14082167
Abstract: End-use specific residential electricity load profiles are of interest for energy system modelling that requires future load curves or demand-side management. We present a model that is applicable across countries to predict consumption on a… read more here.
Keywords: use specific; load profiles; load; end use ... See more keywords