Enhanced Deep Belief Network Based on Ensemble Learning and Tree-Structured of Parzen Estimators: An Optimal Photovoltaic Power Forecasting Method

Enhanced Deep Belief Network Based on Ensemble Learning and Tree-Structured of Parzen Estimators: An Optimal Photovoltaic Power Forecasting Method

<p>The random fluctuation and non-uniformity of Photovoltaic (PV) power generation greatly affect the power grids’ stability and operation. This paper addresses the high volatility of PV power by proposing a precise and reliable ensemble learning model for short-term PV power generation foreca...

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محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Mohamed Massaoudi (16888710) (author)
مؤلفون آخرون:	Haitham Abu-Rub (16855500) (author), Shady S. Refaat (16864269) (author), Mohamed Trabelsi (16869891) (author), Ines Chihi (16888713) (author), Fakhreddine S. Oueslati (16888716) (author)
منشور في:	2021
الموضوعات:	Engineering Electrical engineering Information and computing sciences Distributed computing and systems software Machine learning Forecasting Support vector machines Temperature distribution Predictive models Photovoltaic systems Feature extraction Wind forecasting Deep belief network PV power forecasting Stacking ensemble Smart grid Power generation planning
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!

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