Inductive Transfer and Deep Neural Network Learning-Based Cross-Model Method for Short-Term Load Forecasting in Smarts Grids-Reference-Cited by-同舟云学术

Inductive Transfer and Deep Neural Network Learning-Based Cross-Model Method for Short-Term Load Forecasting in Smarts Grids

Published:2023 Issue:2 Volume:46 Page:157-169
ISSN:2694-1783
Container-title:IEEE Canadian Journal of Electrical and Computer Engineering
language:
Short-container-title:IEEE Can. J. Electr. Comput. Eng.

Author:

Syed Dabeeruddin¹^ORCID,Zainab Ameema¹^ORCID,Refaat Shady S.¹^ORCID,Abu-Rub Haitham¹^ORCID,Bouhali Othmane²,Ghrayeb Ali¹^ORCID,Houchati Mahdi³,Bañales Santiago³^ORCID

Affiliation:

1. Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX, USA

2. Research Computing, Texas A&M University at Qatar, Doha, Qatar

3. Iberdrola Innovation Middle East, Doha, Qatar

Funder

Qatar National Research Fund (a member of Qatar Foundation), and co-funding by IBERDROLA QSTP LLC

“Research Impact Initiative SP5”

Texas A&M University at Qatar

Qatar National Library

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Medicine

Link

http://xplorestaging.ieee.org/ielx7/9349829/10137376/10132308.pdf?arnumber=10132308

Reference41 articles.

1. Big Data Management in Smart Grids: Technologies and Challenges

2. Generalized Hidden-Mapping Ridge Regression, Knowledge-Leveraged Inductive Transfer Learning for Neural Networks, Fuzzy Systems and Kernel Methods

3. Short-Term Residential Load Forecasting Based on LSTM Recurrent Neural Network

4. Transfer learning in a transductive setting;rohrbach;Proc Adv Neural Inf Process Syst,2013

5. Energy Predictive Models with Limited Data using Transfer Learning

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