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Architecture of the proposed forecasting model, REDf.

Journal: PeerJ Computer Science

Article Title: REDf: a deep learning model for short-term load forecasting to facilitate renewable integration and attaining the SDGs 7, 9, and 13

doi: 10.7717/peerj-cs.2819

Figure Lengend Snippet: Architecture of the proposed forecasting model, REDf.

Article Snippet: This discussion is also supported by the visual representation of the comparison of the results shown in . presents an integrated performance comparison of various forecasting models, including REDf, SVR, Prophet, and RFR, across multiple datasets (AEP, COMED, DAYTON, and PJME).

Techniques:

(A) Proposed REDf model, (b) SVR model, (C) Facebook Prophet model, and (D) RFR model.

Journal: PeerJ Computer Science

Article Title: REDf: a deep learning model for short-term load forecasting to facilitate renewable integration and attaining the SDGs 7, 9, and 13

doi: 10.7717/peerj-cs.2819

Figure Lengend Snippet: (A) Proposed REDf model, (b) SVR model, (C) Facebook Prophet model, and (D) RFR model.

Article Snippet: This discussion is also supported by the visual representation of the comparison of the results shown in . presents an integrated performance comparison of various forecasting models, including REDf, SVR, Prophet, and RFR, across multiple datasets (AEP, COMED, DAYTON, and PJME).

Techniques: