2023

Bampoulas, Adamantios, Pallonetto, Fabiano, Mangina, Eleni and Finn, Donal P. (2023) A Bayesian deep-learning framework for assessing the energy flexibility of residential buildings with multicomponent energy systems. Applied Energy, 348 (121576). pp. 1-25. ISSN 0306-2619

2022

Pallonetto, Fabiano, Jin, Changhong and Mangina, Eleni (2022) Forecast electricity demand in commercial building with machine learning models to enable demand response programs. Energy and AI, 7 (100121). ISSN 26665468

Bampoulas, Adamantios, Pallonetto, Fabiano, Mangina, Eleni and Finn, Donal P. (2022) An ensemble learning-based framework for assessing the energy flexibility of residential buildings with multicomponent energy systems. Applied Energy, 315 (118947). pp. 1-25. ISSN 0306-2619

2021

Bampoulas, Adamantios, Saffari, Mohammad, Pallonetto, Fabiano, Mangina, Eleni and Finn, Donal P. (2021) A fundamental unified framework to quantify and characterise energy flexibility of residential buildings with multiple electrical and thermal energy systems. Applied Energy, 282. p. 116096. ISSN 0306-2619

2019

Bampoulas, Adamantios, Saffari, Mohammad, Pallonetto, Fabiano, Mangina, Eleni and Finn, Donal P. (2019) Self-Learning Control Algorithms for Energy Systems Integration in the Residential Building Sector. 2019 IEEE 5th World Forum on Internet of Things (WF-IoT). pp. 815-818.

Pallonetto, Fabiano, Mangina, Eleni, Milano, Federico and Finn, Donal P. (2019) SimApi, a smartgrid co-simulation software platform for benchmarking building control algorithms. SoftwareX, 9. pp. 271-281. ISSN 2352-7110

2014

Pallonetto, Fabiano, Mangina, Eleni, Finn, Donal, Wang, Fangyijie and Wang, Apache (2014) A restful API to control a energy plus smart grid-ready residential building. Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings. pp. 180-181.