Optimizing Attention in a Transformer for Multihorizon, Multienergy Load Forecasting in Integrated Energy Systems-Reference-Cited by-同舟云学术

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Optimizing Attention in a Transformer for Multihorizon, Multienergy Load Forecasting in Integrated Energy Systems

Published:2024-08 Issue:8 Volume:20 Page:10238-10248
ISSN:1551-3203
Container-title:IEEE Transactions on Industrial Informatics
language:
Short-container-title:IEEE Trans. Ind. Inf.

Author:

Fan Jili¹^ORCID,Zhuang Wei¹^ORCID,Xia Min²^ORCID,Fang WenXuan¹^ORCID,Liu Jun³^ORCID

Affiliation:

1. School of Computer Science, Nanjing University of Information Science and Technology, Nanjing, China

2. Collaborative Innovation Center on Atmospheric Environment and Equipment Technology, Nanjing University of Information Science and Technology, Nanjing, China

3. China Electric Power Research Institute, Nanjing University of Information Science and Technology, Nanjing, China

Funder

State Grid Corporation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Link

http://xplorestaging.ieee.org/ielx7/9424/10623532/10522996.pdf?arnumber=10522996

Reference37 articles.

1. Short-term load forecast of integrated energy system based on wavelet packet decomposition and recurrent neural network;Zhu;Elect. Power Construction,2020

2. MAS-Based Management and Control Strategies for Integrated Hybrid Energy System

3. Bi-level Heat-Electricity Energy Sharing for Integrated Energy Systems with Energy Hubs and Prosumers

4. Planning Multiple Energy Systems Toward Low-Carbon Society: A Decentralized Approach

5. Modelling electric and heat load profiles of non-residential buildings for use in long-term aggregate load forecasts

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