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A survey on hyperparameters optimization algorithms of forecasting models in smart grid

Bibliographic Data

ID21231982
AuthorsRabiya Khalid (0000-0001-6257-9941, COMSATS University Islamabad), Nadeem Javaid (0000-0003-3777-8249, COMSATS University Islamabad, corresponding author)
Year2020
Volume61
Pages102275
Publication date2020-10-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueSustainable Cities and Society (JOURNAL)
Journal identifiersISSN: 2210-6707 • E-ISSN: 2210-6715
PublisherElsevier BV (PUBLISHER)
DOI10.1016/j.scs.2020.102275
OpenAlexW3033652527
LanguageEN
Citations received5
References cited50

Algorithm · Data mining · Data pre-processing · Grid · Hyperparameter · Hyperparameter Optimization · Machine learning · Mathematical optimization · Operations research · Preprocessor · Renewable energy · Smart grid · Support vector machine · Computer Science · Energy Load and Power Forecasting · Engineering · Mathematics · Smart Grid Energy Management · Solar Radiation and Photovoltaics · Artificial Intelligence

  • Short-term electricity load time series prediction by machine learning model via feature selection and parameter optimization using hybrid cooperation search algorithm

    Open Access•Wenjing Niu, Wen-jing Niu et al.•Environmental Research Letters•2021

  • A prediction approach with mode decomposition-recombination technique for short-term load forecasting

    Open Access•Weimin Yue, Qingrong Liu et al.•Sustainable Cities and Society•2022

  • Forecasting high penetration of solar and wind power in the smart grid environment using robust ensemble learning approach for large-dimensional data

    Open Access•Tanveer Ahmad, Sohaib Manzoor et al.•Sustainable Cities and Society•2021

  • Hierarchical parameter optimization based support vector regression for power load forecasting

    Open Access•Zeyu Wang, Xiaojun Zhou et al.•Sustainable Cities and Society•2021

  • A multi-objective probabilistic approach for smart voltage control in wind-energy integrated networks considering correlated parameters

    Open Access•Sadjad Galvani, Amir Bagheri et al.•Sustainable Cities and Society•2022

Unique citing works5
Citations per year1
Citation span2021 - 2022 (2)
Citation velocityhistorical
Highly citedNo
Citation typesNeutral: 5

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