Forecasting Transmission Line Loss Using a Cluster-Based Refinement Framework and Scheduled Outage Data

Forecasting Transmission Line Loss Using a Cluster-Based Refinement Framework and Scheduled Outage Data

Transmission line loss forecasting is an important power system forecasting task, yet, existing methods often overlook qualitative operational data such as scheduled outages, which directly impact network topology and losses. This paper introduces a new framework that integrates scheduled outage rep...

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Bibliographic Details
Main Authors: Gideon Egharevba, Arne Dankers, Hamidreza Zareipour
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Forecasting
transmission line losses
scheduled outage data
text embeddings
large language models
natural language processing
Online Access:https://ieeexplore.ieee.org/document/11087224/
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