Picture of Antonio Liguori Copyright: © E3D

Person

Antonio Liguori

M.Sc.
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)
[Journal Article]
Augmenting energy time-series for data-efficient imputation of missing values
In: Applied energy, 334, 120701, 2023
[DOI: 10.1016/j.apenergy.2023.120701]
Liguori, Antonio (Corresponding author)
Markovic, Romana
Ferrando, Martina
Frisch, Jérôme
Causone, Francesco
van Treeck, Christoph Alban
[Journal Article]
A guideline to document occupant behavior models for advanced building controls
In: Building and environment, 219, 109195, 2022
[DOI: 10.1016/j.buildenv.2022.109195]
Dong, Bing (Corresponding author)
Markovic, Romana
Carlucci, Salvatore
Liu, Yapan
Wagner, Andreas
Liguori, Antonio
van Treeck, Christoph Alban
Oleynikov, Dmitry
Azar, Elie
Fajilla, Gianmarco
Drgoňa, Ján
Kim, Joyce
Vellei, Marika
De Simone, Marilena
Shamsaiee, Masood
Bavaresco, Mateus
Favero, Matteo
Kjaergaard, Mikkel
Osman, Mohamed
Frahm, Moritz
Dabirian, Sanam
Yan, Da
Kang, Xuyuan
[Contribution to a book, Contribution to a conference proceedings]
Comparing human and algorithmic anomaly detection for HVAC systems applications
In: IEEE Eighth International Conference on Big Data Computing Service and Applications : 15-18 August 2022, San Francisco Bay, California : proceedings / general chairs: Magdalini Eirinaki (San Jose State University, USA), Iraklis Varlamis (Harokopio University of Athens, Greece), 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, 112-119, 2022
Liguori, Antonio (Corresponding author)
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 : BS 2021, 1-3 Sept Bruges / edited by D. Saelens, J Laverge, W. Boydens and L. Helsen, 112-119, 2022
[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 book, Contribution to a conference proceedings]
A gap-filling method for room temperature data based on autoencoder neural networks
In: Proceedings of Building Simulation 2021: 17th Conference of IBPSA : BS 2021, 1-3 Sept Bruges / edited by D. Saelens, J Laverge, W. Boydens and L. Helsen, 2427-2434, 2022
[DOI: 10.26868/25222708.2021.30232]
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