Energy Demand Forecasting: Difference between revisions
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==Background Readings== |
==Background Readings== |
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*'''"Energy forecasting: A review and outlook" (2020)'''. <ref>{{Cite journal|last=Tao|first=Hong|last2=Pinson|first2=Pierre|last3=Wang|first3=Yi|last4=Weron|first4=Rafal|last5=Yang|first5=Dazhi|last6=Zareipour|first6=Hamidreza|date=2020|title=Energy forecasting: A review and outlook|url=https://ieeexplore.ieee.org/document/9218967|journal=IEEE Open Access Journal of Power and Energy}}</ref>: A high level review and overview of the energy forecasting field and challenges. |
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*'''"Electrical load forecasting models: A critical systematic review" (2017)'''<ref>{{Cite journal|last=Kuster|first=Corentin|last2=Rezgui|first2=Yacine|last3=Mourshed|first3=Monjur|date=2017-11|title=Electrical load forecasting models: A critical systematic review|url=http://dx.doi.org/10.1016/j.scs.2017.08.009|journal=Sustainable Cities and Society|volume=35|pages=257β270|doi=10.1016/j.scs.2017.08.009|issn=2210-6707}}</ref>: A review and taxonomy of electricity load forecasting models. |
*'''"Electrical load forecasting models: A critical systematic review" (2017)'''<ref>{{Cite journal|last=Kuster|first=Corentin|last2=Rezgui|first2=Yacine|last3=Mourshed|first3=Monjur|date=2017-11|title=Electrical load forecasting models: A critical systematic review|url=http://dx.doi.org/10.1016/j.scs.2017.08.009|journal=Sustainable Cities and Society|volume=35|pages=257β270|doi=10.1016/j.scs.2017.08.009|issn=2210-6707}}</ref>: A review and taxonomy of electricity load forecasting models. |
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*'''"Probabilistic electric load forecasting: A tutorial review" (2016)'''<ref>{{Cite journal|last=Hong|first=Tao|last2=Fan|first2=Shu|date=2016-07|title=Probabilistic electric load forecasting: A tutorial review|url=http://dx.doi.org/10.1016/j.ijforecast.2015.11.011|journal=International Journal of Forecasting|volume=32|issue=3|pages=914β938|doi=10.1016/j.ijforecast.2015.11.011|issn=0169-2070}}</ref>: A tutorial and review of methods of probabilistic electricity load forecasting. |
*'''"Probabilistic electric load forecasting: A tutorial review" (2016)'''<ref>{{Cite journal|last=Hong|first=Tao|last2=Fan|first2=Shu|date=2016-07|title=Probabilistic electric load forecasting: A tutorial review|url=http://dx.doi.org/10.1016/j.ijforecast.2015.11.011|journal=International Journal of Forecasting|volume=32|issue=3|pages=914β938|doi=10.1016/j.ijforecast.2015.11.011|issn=0169-2070}}</ref>: A tutorial and review of methods of probabilistic electricity load forecasting. |
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*'''International Journal of Forecasting''': The official journal of the [https://forecasters.org/ International Institute of Forecasters]. Journal website [https://www.journals.elsevier.com/international-journal-of-forecasting here]. |
*'''International Journal of Forecasting''': The official journal of the [https://forecasters.org/ International Institute of Forecasters]. Journal website [https://www.journals.elsevier.com/international-journal-of-forecasting here]. |
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*'''Foresight''': Another journal published by the [https://forecasters.org/ International Institute of Forecasters] with a more applied focus. Journal website [https://forecasters.org/foresight/ here]. |
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==Libraries and Tools== |
==Libraries and Tools== |
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== Relevant Groups and Organizations == |
== Relevant Groups and Organizations == |
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* '''International Institute of Forecasters''': An organization for researchers, practitioners, and students, publishing the [https://www.journals.elsevier.com/international-journal-of-forecasting International Journal of Forecasting] and organizing the [https://isf.forecasters.org/ International Symposium on Forecasting (ISF)]. Homepage [https://forecasters.org/ here]. |
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* '''IEEE Working Group on Energy Forecasting and Analytics:''' A working group for energy forecasting that has organized for instance [http://www.drhongtao.com/gefcom GEFCOM challenges], homepage [http://www.eeyiwang.com/WGEFA.html here]. |
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== References == |
== References == |