Research Explorer

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Researcher

Bert Claessens

Awards & Distinctions

4 Results

2023

Physics-informed machine learning based identification and reinforcement learning based control of flexibility in smart grid applications

Manu LahariyaChris DevelderBert Claessens

Real-world implementation of reinforcement learning based energy coordination for a cluster of households

Gargya GokhaleNiels TibenMarie-Sophie VerweeManu LahariyaBert ClaessensChris Develder

Transfer learning in transformer-based demand forecasting for home energy management system

Gargya GokhaleJonas Van GompelBert ClaessensChris Develder

2022

Physics informed neural networks for control oriented thermal modeling of buildings

Gargya GokhaleBert ClaessensChris Develder

A1 Journal Article in APPLIED ENERGY