Person

Antonio Liguori

M. Sc.
Picture of Antonio Liguori Copyright: © JS
E3D - Institute of Energy Efficiency and Sustainable Building

Address

Building: 4122

Room: 01.24

Mathieustr. 30

52074 Aachen

Contact

WorkPhone
Phone: +49 241 80 25541
Fax Fax: +49 241 80 22030
 

Teaching:

 

Publications

Source Author(s)
[Contribution to a book, Contribution to a conference proceedings]
Comparing human and algorithmic anomaly detection for HVAC systems applications
In: [2022 IEEE Eighth International Conference on Big Data Computing Service and Applications (BigDataService) : Proceedings], 155-160, 2022
[DOI: 10.1109/BigDataService55688.2022.00032]
Borrison, Reuben (Corresponding author)
Syndicus, Marc (Corresponding author)
Orth, Andre (Corresponding author)
Markovic, Romana (Corresponding author)
Dix, Marcel (Corresponding author)
Liguori, Antonio (Corresponding author)
Berning, Matthias (Corresponding author)
Wagner, Andreas (Corresponding author)
van Treeck, Christoph Alban (Corresponding author)
[Contribution to a book, Contribution to a conference proceedings]
Prediction of HVAC loads at different spatial resolutions and buildings using deep learning models
In: 17th International Conference of the International Building Performance Simulation Association (BS 2021) : 1-3 September 2021, Bruges, Belgium / International Building Performance Simulation Association, 2022
Liguori, Antonio
Yang, Shiying
Markovic, Romana
Dam, Thi Thu Ha
Frisch, Jérôme
Wagner, Andreas
van Treeck, Christoph Alban
[Contribution to a book, Contribution to a conference proceedings]
Prediction of HVAC loads at different spatial resolutions and buildings using deep learning models
In: Proceedings of Building Simulation 2021: 17th Conference of IBPSA / edited by D. Saelens, J Laverge, W. Boydens and L. Helsen, 112-119, 2021
[DOI: 10.26868/25222708.2021.30319]
Liguori, Antonio (Corresponding author)
Yang, Shiying
Markovic, Romana
Dam, Thi Thu Ha
Frisch, Jérôme
Wagner, Andreas
van Treeck, Christoph Alban
[Contribution to a conference proceedings]
A gap-filling method for room temperature data based on autoencoder neural networks
In: [Building Simulation Conference 2021: 17th Conference of IBPSA, BS21, 2021-08-31 - 2021-09-03, Brügge, Belgium], 9 Seiten, 2021
Liguori, Antonio (Corresponding author)
Markovic, Romana
Frisch, Jérôme
Wagner, Andreas
Causone, Francesco
van Treeck, Christoph Alban
[Journal Article]
Indoor environment data time-series reconstruction using autoencoder neural networks
In: Building and environment, 191, 107623, 2021
[DOI: 10.1016/j.buildenv.2021.107623]
Liguori, Antonio (Corresponding author)
Markovic, Romana
Dam, Thi Thu Ha
Frisch, Jérôme
van Treeck, Christoph Alban
Causone, Francesco