A Homogenized Heterogeneous Data from Building Operations
Authors/Creators
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Butt, Hallah Shahid
(Contact person)1
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Reckel, Jan Martin
(Data curator)1
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Zimmer, Marcel
(Data curator)2
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Huang, Qiong
(Data curator)
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Phipps, Kaleb
(Project member)1
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El Ashhab, Hadeer
(Project member)1
- Wachter, Jan (Producer)1
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Spatafora, Luigi
(Project leader)1
- Dietze, Stefan (Producer)1
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Holzhäuer, Malte
(Producer)1
- et al. Show all 17 authors
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Butt, Hallah Shahid
(Contact person)1
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Reckel, Jan Martin
(Data curator)1
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Zimmer, Marcel
(Data curator)2
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Huang, Qiong
(Data curator)
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Phipps, Kaleb
(Project member)1
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El Ashhab, Hadeer
(Project member)1
- Wachter, Jan (Producer)1
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Spatafora, Luigi
(Project leader)1
- Dietze, Stefan (Producer)1
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Holzhäuer, Malte
(Producer)1
- Seddiqi, Abdulrahman (Producer)1
- Moser, Tobias (Producer)1
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Waczowicz, Simon
(Project manager)1
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Benigni, Andrea
(Project leader)2
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Carta, Daniele
(Project leader)2
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Hagenmeyer, Veit
(Supervisor)1
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Schäfer, Benjamin
(Project leader)1
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1.
Karlsruhe Institute of Technology
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2.
Forschungszentrum Jülich
Description
JüKa BuilData-2, collected from two experimental laboratories under the Living Lab Energy Campus (LLEC) framework at Karlsruhe Institute of Technology (KIT) and Forschungszentrum Jülich (FZJ), Germany, in 2025. The synchronized 1-minute-resolution measurements capture the interplay between electrical consumption and thermal dynamics, including photovoltaic generation, voltage, current, indoor temperature, weather conditions, and a normalized dynamic pricing signal. The dataset is structured to support multi-objective optimization, enabling development and evaluation of control algorithms, such as reinforcement learning, that simultaneously minimize operational costs and maintain occupant comfort. It serves as a benchmark for advanced control strategies in BEMS.
Files
final scientific data submission.zip
Additional details
Funding
- Helmholtz AI
- Initiative and Networking Fund of the Helmholtz Association
- GRIDMARK
- Initiative and Networking Fund of the Helmholtz Association
- Helmholtz
- Energy System Design