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  • Search: subject:"Load forecasting"
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Year of publication
Subject
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Forecasting model 48 Prognoseverfahren 48 Load forecasting 40 Theorie 25 Theory 25 Energieprognose 24 Energy forecast 24 Electric power industry 20 Elektrizitätswirtschaft 20 Electricity 19 Forecast 19 Prognose 19 Elektrizität 16 Short-term load forecasting 16 load forecasting 16 Regression analysis 15 Regressionsanalyse 14 Time series analysis 14 Zeitreihenanalyse 14 Artificial intelligence 12 Electric load forecasting 12 Künstliche Intelligenz 11 Neural networks 11 Neuronale Netze 11 Energiekonsum 9 Energy consumption 9 Probabilistic forecasting 9 Forecast combination 6 short-term load forecasting 6 Forecasting 5 Support vector regression 5 Algorithm 4 Algorithmus 4 Electricity price 4 Energy forecasting 4 Estimation theory 4 Fuzzy sets 4 Fuzzy-Set-Theorie 4 Machine learning 4 Neural network 4
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Online availability
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Undetermined 75 Free 36 CC license 5
Type of publication
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Article 101 Book / Working Paper 16 Other 2
Type of publication (narrower categories)
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Article in journal 50 Aufsatz in Zeitschrift 50 Working Paper 3 Arbeitspapier 2 Graue Literatur 2 Non-commercial literature 2 Article 1 Congress Report 1 research-article 1
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Language
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Undetermined 60 English 58 Polish 1
Author
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Hong, Tao 10 Tao, Hong 8 Aguiar, Javier M. 4 Baladrón, Carlos 4 Carro, Belén 4 Lloret, Jaime 4 Dadabada, Pradeep Kumar 3 Fan, Shu 3 Haben, Stephen 3 Hernández, Luis 3 Hong, Wei-Chiang 3 Hyndman, Rob J. 3 Jaipuria, Sanjita 3 Liu, Bidong 3 Luo, Jian 3 Schulz, Franziska 3 Sánchez-Esguevillas, Antonio 3 Wang, Pu 3 Weron, Rafal 3 Xie, Jingrui 3 Antoniadis, Anestis 2 Ben Taieb, Souhaib 2 Calavia, Lorena 2 Chui, F. 2 Clements, Adam 2 Croiset, E. 2 Deihimi, Ali 2 Dong, Yucheng 2 Douglas, P.L. 2 Elkamel, A. 2 Fang, Shu-Cherng 2 Gobareva, Yana 2 Gorodetskaya, Olga 2 Goude, Yannig 2 Grindrod, Peter 2 Hernández-del-Valle, Adrián 2 Hur, Kyeon 2 Hurn, Stan 2 Jiang, He 2 Jiotsop-Foze, Wellcome Peujio 2
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Institution
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Hugo Steinhaus Center for Stochastic Methods, Politechnika Wrocławska 9 Department of Econometrics and Business Statistics, Monash Business School 1 EconWPA 1 National Centre for Econometric Research (NCER) 1 Sonderforschungsbereich 649: Ökonomisches Risiko, Wirtschaftswissenschaftliche Fakultät 1
Published in...
All
International journal of forecasting 24 Energy 13 Energies 12 Applied Energy 11 HSC Research Reports 9 European journal of operational research : EJOR 3 International Journal of Forecasting 3 Journal of modelling in management 3 Energy strategy reviews 2 European Journal of Industrial Engineering 2 Fuzzy optimization and decision making : a journal of modeling and computation under uncertainty 2 IEEE transactions on engineering management : EM 2 International Journal of Energy Economics and Policy : IJEEP 2 Journal of forecasting 2 The energy journal 2 Central European journal of operations research 1 Central European journal of operations research : CEJOR ; official journal of the Austrian, Croatian, Czech, Hungarian, Slovakian and Slovenian OR Societies 1 Computational Management Science 1 Computational Statistics & Data Analysis 1 Econometrics 1 Economies 1 Economies : open access journal 1 Energy economics 1 International Journal of Energy Optimization and Engineering (IJEOE) 1 International journal of energy sector management 1 International journal of production research 1 Journal of Modelling in Management 1 Les cahiers du GERAD 1 Mathematics and Computers in Simulation (MATCOM) 1 Monash Econometrics and Business Statistics Working Papers 1 NCER Working Paper Series 1 Operations Research and Decisions 1 Renewable and Sustainable Energy Reviews 1 SFB 649 Discussion Paper 1 SFB 649 Discussion Papers 1 SFB 649 discussion paper 1 TOP: An Official Journal of the Spanish Society of Statistics and Operations Research 1 Technological forecasting & social change : an international journal 1 Technological forecasting and social change : an international journal 1
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Source
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RePEc 60 ECONIS (ZBW) 52 BASE 3 EconStor 2 Other ZBW resources 2
Showing 1 - 10 of 119
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Capturing complex electricity load patterns : a hybrid deep learning approach with proposed external-convolution attention
Zare, Mohammad Sadegh; Nikoo, Mohammad Reza; Chen, Mingjie - In: Energy strategy reviews 57 (2025), pp. 1-15
Short-term electricity load forecasting is a critical factor in optimizing power systems, minimizing operating costs …, and securing reliable energy resources. There are various approaches for short-term electricity load forecasting, but … model to improve load forecasting accuracy. The model combines the strengths of various deep learning architectures such as …
Persistent link: https://www.econbiz.de/10015432128
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Transforming Mexico's electric load infrastructure : a quantile transformer network deep learning approach, 2019-2020
Jiotsop-Foze, Wellcome Peujio; Hernández-del-Valle, Adrián - In: International Journal of Energy Economics and Policy : IJEEP 14 (2024) 5, pp. 527-533
Persistent link: https://www.econbiz.de/10015117716
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Electrical load forecasting to plan the increase in renewable energy sources and electricity demand : a CNN-QR-RTCF and deep learning approach
Jiotsop-Foze, Wellcome Peujio; Hernández-del-Valle, Adrián - In: International Journal of Energy Economics and Policy : IJEEP 14 (2024) 4, pp. 186-194
Persistent link: https://www.econbiz.de/10014635888
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A review of methods for long-term electric load forecasting
Aditya, Thangjam; Jaipuria, Sanjita; Dadabada, Pradeep Kumar - In: Journal of forecasting 44 (2025) 4, pp. 1403-1423
Persistent link: https://www.econbiz.de/10015464652
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Impacts of traffic data on short-term residential load forecasting before and during the COVID-19 pandemic
Chaianong, Aksornchan; Winzer, Christian; Gellrich, Mario - In: Energy strategy reviews 43 (2022), pp. 1-10
Accurate load forecasting is essential for power-sector planning and management. This applies during normal situations …, traffic data could improve load forecasting where information on historical load is not available. Another benefit of using …
Persistent link: https://www.econbiz.de/10014512770
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Model selection for long-term load forecasting under uncertainty
Thangjam, Aditya; Jaipuria, Sanjita; Dadabada, Pradeep Kumar - In: Journal of Modelling in Management 19 (2024) 6, pp. 2227-2247
Purpose The purpose of this study is to propose a systematic model selection procedure for long-term load forecasting …
Persistent link: https://www.econbiz.de/10015351520
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Fuzzy support vector regressions for short-term load forecasting
Luo, Jian; Tao, Hong - In: Fuzzy optimization and decision making : a journal of … 23 (2024) 3, pp. 363-385
Persistent link: https://www.econbiz.de/10015079794
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Likelihood-based inference in temporal hierarchies
Møller, Jan Kloppenborg; Nystrup, Peter; Madsen, Henrik - In: International journal of forecasting 40 (2024) 2, pp. 515-531
Persistent link: https://www.econbiz.de/10014547174
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Model selection for long-term load forecasting under uncertainty
Thangjam, Aditya; Jaipuria, Sanjita; Dadabada, Pradeep Kumar - In: Journal of modelling in management 19 (2024) 6, pp. 2227-2247
Persistent link: https://www.econbiz.de/10015371694
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Power load forecasting based on spatial-temporal fusion graph convolution network
Jiang, He; Dong, Yawei; Dong, Yao; Wang, Jianzhou - In: Technological forecasting and social change : an … 204 (2024), pp. 1-17
Persistent link: https://www.econbiz.de/10015627629
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