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20212026
most citedVariational Autoencoder Generative Adversarial Network for Synthetic Data Generation in Smart Home

7 citations · 11 across the 4 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

eess.SY2021

Smart Home Energy Management: Sequence-to-Sequence Load Forecasting and Q-Learning

Mina Razghandi, Hao Zhou, Melike Erol-Kantarci +1

A smart home energy management system (HEMS) can contribute towards reducing the energy costs of customers; however, HEMS suffers from uncertainty in both energy generation and con…

eess.SP2021

Short-Term Load Forecasting for Smart HomeAppliances with Sequence to Sequence Learning

Mina Razghandi, Hao Zhou, Melike Erol-Kantarci +1

Appliance-level load forecasting plays a critical role in residential energy management, besides having significant importance for ancillary services performed by the utilities. In…