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
Exploring the impact of feature selection on load profile analysis and energy demand forecasting through enhanced support vector regression
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DOI: 10.1088/1402-4896/ad9d03
Abstract: This paper investigates the impact of weather and calendar data features on load profile analysis and proposes an improved load profile forecasting approach using Support Vector Regression (SVR). A detailed load profile was constructed for… read more here.
Keywords: analysis; load profile; svr model;
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
An Improved Subtractive Clustering Framework for Load Profile Analysis: Integrating Time-Frequency Feature Selection and Cluster Optimization
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3614130
Abstract: Electrical load profile (ELPs) analysis is an important foundation for data-driven decision-making, such as effective power system capacity planning and dynamic tariff development. However, one of the challenges in ELPs analysis is finding the right… read more here.
Keywords: framework; analysis; time; load profile ... See more keywords