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Electrical Load forecasting for peak shifting using the transformer attention-based neural network.

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jurasofish/load_forecast_thesis

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Day Ahead Load Forecasting for the Modern Distribution Network - A Tasmanian Case Study

This repository contains a thesis (and its latex source) describing two electrical load forecasting systems, utilizing the transformer attention-based neural network model (Attention is All You Need) and a more standard sequence to sequence neural network. This thesis was submitted as part of a Bachelor of Engineering with Honours at the University of Tasmania, 2018.

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Electrical Load forecasting for peak shifting using the transformer attention-based neural network.

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