Lucas Pereira
Biography
Lucas Pereira received his PhD in Computer Science from the University of Madeira, Portugal, in 2016. Since then, he has been at ITI/LARSyS, leading the Further Energy and Environment Research Laboratory (FEELab). Since 2019, he has been an Assistant Researcher at Instituto Superior Técnico, University of Lisbon. Lucas’s research applies data science, machine learning, and human-computer interaction techniques toward bridging the gap between laboratory and real-world applicability of ICT for sustainable development goals (SDGs). His current research focuses on future energy systems and sustainable built environments, and it typically involves the real-world deployment and evaluation of monitoring technologies and software systems.
Related Projects
News
Publications
2018
An Experimental Comparison of Performance Metrics for Event Detection Algorithms in NILM Conference
4th International Workshop on Non-Intrusive Load Monitoring (NILMWS), Austin, TX, USA, 2018.
Highlights of ES2DE and IWOBI 2017: extended versions of selected best papers Journal Article
In: 2018.
Performance evaluation in non-intrusive load monitoring: Datasets, metrics, and tools - A review Journal Article
In: WIREs Data Mining Knowl. Discov., vol. 8, no. 6, 2018.
On the Challenges of Charging Electric Vehicles in Domestic Environments Proceedings Article
In: e-Energy, pp. 420–422, ACM, 2018.
Data Storage and Maintenance Challenges: The Case of Advanced Metering Infrastructure Systems Proceedings Article
In: Proceedings of the 5th International Conference on ICT for Sustainability, pp. 289–276, EasyChair, Toronto, ON, Canada, 2018.
2017
Proceedings of the 2017 Sustainable Internet and ICT for Sustainability (SustainIT) Proceedings
IFIP / IEEE, Funchal, Portugal, vol. 1, 2017, ISSN: 978-3-901882-99-9.
Developing and Evaluating a Probabilistic Event Detector for Non-Intrusive Load Monitoring Proceedings Article
In: Proceedings of the Fifth IFIP Conference on Sustainable Internet and ICT for Sustainability, pp. 1–10, IEEE / IFIP, Funchal, Portugal, 2017.
EMD-DF: A Data Model and File Format for Energy Disaggregation Datasets Proceedings Article
In: Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, pp. 1–2, Association for Computing Machinery, New York, NY, USA, 2017, ISBN: 978-1-4503-5544-5.
A Mouse over a Hotspot Survey: An Exploration of Perceptions of Electricity Consumption and Patterns of Indecision Proceedings Article
In: 2017 Sustainable Internet and ICT for Sustainability (SustainIT), pp. 1–4, IEEE / IFIP, Funchal, Portugal, 2017.
2016
Hardware and software platforms to deploy and evaluate non-intrusive load monitoring systems Masters Thesis
University of Madeira, Funchal, Portugal, 2016.