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Sustainable Building Systems

Organisational unit: Section/Division

Type of address: Visitor address.
Herrenhäuser Str. 8
30419
Hannover
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1 - 17 out of 17Page size: 20

Publications

  1. 2024
  2. Published

    Deep learning modeling in electricity load forecasting: Improved accuracy by combining DWT and LSTM

    Nabavi, S. A., Mohammadi, S., Motlagh, N. H., Tarkoma, S. & Geyer, P., Dec 2024, In: Energy Reports. 12, p. 2873-2900 28 p.

    Research output: Contribution to journal › Article › Research › peer review

  3. Published

    Machine learning in proton exchange membrane water electrolysis: A knowledge-integrated framework

    Chen, X., Rex, A., Woelke, J., Eckert, C., Bensmann, B., Hanke-Rauschenbach, R. & Geyer, P., 1 Oct 2024, In: Applied energy. 371, 15 p., 123550.

    Research output: Contribution to journal › Article › Research › peer review

  4. Published

    Explainable AI for engineering design: A unified approach of systems engineering and component-based deep learning demonstrated by energy-efficient building design

    Geyer, P., Singh, M. M. & Chen, X., Oct 2024, In: Advanced Engineering Informatics. 62, C, 17 p., 102843.

    Research output: Contribution to journal › Article › Research › peer review

  5. Published

    Simulation von Aerosolen im Gebäude sowie der Partikeldeposition im menschlichen Respirationstrakt

    Drzymalla, J. S., 19 Jun 2024, Hannover. 190 p.

    Research output: Thesis › Doctoral thesis

  6. Published

    A holistic two-stage decision-making methodology for passive and active building design strategies under uncertainty

    Zong, C., Chen, X., Deghim, F., Staudt, J., Geyer, P. & Lang, W., 1 Mar 2024, In: Building and environment. 251, 111211.

    Research output: Contribution to journal › Article › Research › peer review

  7. Published

    Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX

    Chen, X., Teng, X., Chen, H., Pan, Y. & Geyer, P., Jan 2024, In: Biomedical Signal Processing and Control. 87, 105475.

    Research output: Contribution to journal › Article › Research › peer review

  8. Published

    Flow Field Prediction with Various Air Inlet Positions Based on Convolutional Neural Network

    Wang, S. & Geyer, P., 2024, Proceedings of the 31st International Workshop on Intelligent Computing in Engineering. p. 146-155 10 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  9. 2023
  10. Published

    Component-Based Machine Learning for HVAC Systems Component Modeling

    Nabavi, S. A., Saluz, U., Mohammadi, S. & Geyer, P., 2023.

    Research output: Contribution to conference › Paper › Research › peer review

  11. Published

    Feasibility Analysis of POD and Deep-Autoencoder for Reduced Order Modelling: Indoor Environment CFD Prediction

    Wang, S., Chen, X. & Geyer, P., 2023, In: Building Simulation Conference Proceedings. 18, p. 647-654 8 p.

    Research output: Contribution to journal › Conference article › Research › peer review

  12. Published

    HVAC System Performance Modeling Using Component-Based Machine Learning

    Nabavi, S. A., Saluz, U., Wolf, M. & Geyer, P., 2023, In: Building Simulation Conference Proceedings. 18, p. 2680-2687 8 p.

    Research output: Contribution to journal › Conference article › Research › peer review

  13. Published

    Pathway toward prior knowledge-integrated machine learning in engineering

    Chen, X. & Geyer, P., 2023, In: Building Simulation Conference Proceedings. 18, p. 2331-2338 8 p.

    Research output: Contribution to journal › Conference article › Research › peer review

  14. Published

    Semio: A meta-model for formalizing reusable parametric semantic architectural concepts for non-standard collaborative testable designing

    Saluz, U. & Geyer, P., 2023.

    Research output: Contribution to conference › Paper › Research › peer review

  15. Published

    Sustainability recommendation system for process-oriented building design alternatives under multi-objective scenarios

    Chen, X. & Geyer, P., 2023.

    Research output: Contribution to conference › Paper › Research › peer review

  16. 2022
  17. Published

    Robotic wood winding for architectural structures-computational design, robotic fabrication and structural modeling methods

    Margariti, G., Göbert, A., Ochs, J., Eversmann, P., Felita, F., Saluz, U., Geyer, P. & Lienhard, J., 18 Sept 2022, Towards Radical Regeneration: Design Modelling Symposium Berlin 2022. Springer International Publishing AG, p. 269-282 14 p.

    Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review

  18. 2021
  19. Published

    A hybrid-model time-series forecasting approach for reducing the building energy performance gap

    Chen, X., Guo, T. & Geyer, P. F., 2021, EG-ICE 2021 Workshop on Intelligent Computing in Engineering, Proceedings. Abualdenien, J., Borrmann, A., Ungureanu, L.-C. & Hartmann, T. (eds.). Berlin, p. 44-53 10 p. (EG-ICE 2021 Workshop on Intelligent Computing in Engineering, Proceedings).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  20. 2020
  21. Published

    Batteriespeicher in Nichtwohngebäuden: Untersuchungen zum Einsatz zur Lastspitzenkappung und Steigerung der Netzdienlichkeit

    Paul, E., 2020, Hannover. 113 p.

    Research output: Thesis › Doctoral thesis

  22. 2008
  23. Published

    The Transformation of an Architectural Design into an Optimization Model: Design Intentions and Qualitative Aspects

    Geyer, P. F., 2008, eg-ice Workshop 2008.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review