Stochastic load profile construction for the multi-tier framework for household electricity access using off-grid DC appliances
Sign Up to like & getrecommendations! Published in 2018 at "Energy Efficiency"
DOI: 10.1007/s12053-018-9725-6
Abstract: To improve access to electricity, decentralized, solar-based off-grid solutions like Solar Home Systems (SHSs) and rural micro-grids have recently seen a prolific growth. However, electrical load profiles, usually the first step in determining the electrical… read more here.
Keywords: methodology; load profile; electricity; load ... See more keywords
An Echo State Network for fuel cell lifetime prediction under a dynamic micro-cogeneration load profile
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DOI: 10.1016/j.apenergy.2020.116297
Abstract: Abstract Improving Proton Exchange Membrane Fuel Cell durability is a key that paves the way to its large scale industrial deployment. During the last five years, the prognostics discipline emerged as an interesting field for… read more here.
Keywords: fuel cell; fuel; load profile;
Determination of the typical load profile of industry tasks using fuzzy C-Means
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DOI: 10.1016/j.egyr.2020.11.094
Abstract: Abstract This paper aims to promote the importance and advantages that the clustering method brings to the world of industry, making it possible to increase production efficiency and to manage the energy resources available better.… read more here.
Keywords: fuzzy means; task; typical load; load profile ... See more keywords
Cluster Survival Model of Concept Drift in Load Profile Data
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DOI: 10.1109/access.2018.2869129
Abstract: An accurate scenario of customer’s power consumption patterns is a worthwhile asset for electricity provider. This paper proposes a cluster survival model of concept drift in load profile data. The cluster survival model of concept… read more here.
Keywords: concept drift; cluster survival; survival model; load profile ... See more keywords