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Phillip Stoffel
ORCID
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 4
Top Topics
Process Mining
Event Logs
Machine Learning Models
Predictive Control
Top Venues
MED
L4DC
BuildSys@SenSys
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Publications
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Patrick Henkel
,
Tobias Kasperski
,
Phillip Stoffel
,
Dirk Müller
Interpretable data-driven model predictive control of building energy systems using SHAP.
L4DC
(2024)
Martin Rätz
,
Patrick Henkel
,
Phillip Stoffel
,
Rita Streblow
,
Dirk Müller
Toward Trustworthy Machine Learning Models for Fault Detection in Energy Systems.
BuildSys@SenSys
(2023)
Steffen Eser
,
Phillip Stoffel
,
Alexander Kümpel
,
Dirk Müller
Distributed model predictive control of a nonlinear building energy system using consensus ADMM.
MED
(2022)
Phillip Stoffel
,
Charlotte Löffler
,
Steffen Eser
,
Alexander Kümpel
,
Dirk Müller
Combining Data-driven and Physics-based Process Models for Hybrid Model Predictive Control of Building Energy Systems.
MED
(2022)