A Study on the Utilization of Domestic Electricity Metering Data using the TIME-LLM Model

In this paper, we studied the applicability of the LLM-based TIME-LLM model, which is known for its excellent performance in long-term time series fo<span style=color:#999999 > ... </span><a href=javascript:; onclick=onClickReadNode('NODE11947316');fn_statistics('Z354','null','null'); style='color:#999999;font-size:14px;text-decoration:underline;' >전체 초록 보기</a>

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Publication Details

Journal
Journal of the Institute of Electronics and Information Engineers
Published
2024-09-30
DOI
https://doi.org/10.5573/ieie.2024.61.9.56
Primary Topic
Technology and Data Analysis
Type
article
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article

A Study on the Utilization of Domestic Electricity Metering Data using the TIME-LLM Model

Jibum Kim, Namgil Lee, S.W. Jin
Journal of the Institute of Electronics and Information Engineers
Technology and Data Analysis
article

A Study on the Utilization of Domestic Electricity Metering Data using the TIME-LLM Model

Jibum Kim, Namgil Lee, S.W. Jin
article en

Abstract

In this paper, we studied the applicability of the LLM-based TIME-LLM model, which is known for its excellent performance in long-term time series fo<span style=color:#999999 > ... </span><a href=javascript:; onclick=onClickReadNode('NODE11947316');fn_statistics('Z354','null','null'); style='color:#999999;font-size:14px;text-decoration:underline;' >전체 초록 보기</a>

Journal of the Institute of Electronics and Information EngineersVol. 61(9)
Affordable and clean energy
Openalex Percentile: Top 71%
Technology and Data Analysis
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