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Energy Demand Forecasting: Difference between revisions
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==Background Readings==
*'''Core Concepts and Methods in Load Forecasting.''' <ref>{{Cite book|url=https://link.springer.com/book/10.1007/978-3-031-27852-5|title=Core Concepts and Methods in Load Forecasting|last=Haben|first=Stephen|last2=Voss|first2=Marcus|last3=Holderbaum|first3=William|publisher=Springer|year=2023|isbn=978-3-031-27851-8}}</ref>: A comprehensive book that covers methods from both statistics and machine learning for load forecasting, with a focus on low-voltage distribution grids.
*'''"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.
*'''"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=257–270|doi=10.1016/j.scs.2017.08.009|issn=2210-6707}}</ref>: A review and taxonomy of electricity load forecasting models.
*'''"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=914–938|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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