Lucas Pereira
Orcid: 0000-0002-9110-8775
According to our database1,
Lucas Pereira
authored at least 71 papers
between 1997 and 2024.
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Bibliography
2024
On the Potential of Tertiary Espresso Machines to Provide Frequency Containment Reserves Services.
IEEE Trans. Consumer Electron., February, 2024
Improving accuracy and convergence of federated learning edge computing methods for generalized DER forecasting applications in power grid.
CoRR, 2024
Federated Learning Forecasting for Strengthening Grid Reliability and Enabling Markets for Resilience.
CoRR, 2024
Industrial kitchen appliance consumption forecasting: Hour-ahead and day-ahead perspectives with post-processing improvements.
Comput. Electr. Eng., 2024
Conformal Multilayer Perceptron-Based Probabilistic Net-Load Forecasting for Low-Voltage Distribution Systems with Photovoltaic Generation.
Proceedings of the IEEE International Conference on Communications, 2024
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024
2023
SoftwareX, December, 2023
Unlocking the Full Potential of Neural NILM: On Automation, Hyperparameters, and Modular Pipelines.
IEEE Trans. Ind. Informatics, May, 2023
ANR: A New Metric to Quantify the Appliance to Noise Ratio in Load Disaggregation Datasets.
IEEE Trans. Instrum. Meas., 2023
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023
Energy Resources Scheduling in Energy Communities: A comparison between Mixed Integer Linear Programming and Hybrid-adaptive Differential Evolution with decay function.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023
Understanding the Role of Solar PV and Battery Energy Storage in a Snack Bar: A Case Study in Madeira Island.
Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023
Applying Symmetrical Component Transform for Industrial Appliance Classification in Non-Intrusive Load Monitoring.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 2023 ACM Conference on Information Technology for Social Good, 2023
2022
WIREs Data Mining Knowl. Discov., 2022
FPSeq2Q: Fully Parameterized Sequence to Quantile Regression for Net-Load Forecasting With Uncertainty Estimates.
IEEE Trans. Smart Grid, 2022
A Data-Centric Analysis of the Impact of Non-Electric Data on the Performance of Load Disaggregation Algorithms.
Sensors, 2022
Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022
2021
Adaptive Weighted Recurrence Graphs for Appliance Recognition in Non-Intrusive Load Monitoring.
IEEE Trans. Smart Grid, 2021
Data, 2021
Data, 2021
Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021
Proceedings of the 13th International Conference on Computer Supported Education, 2021
2020
A global monitoring system for electricity consumption and production of household roof-top PV systems in Madeira.
Neural Comput. Appl., 2020
Proceedings of the NILM '20, 2020
UNet-NILM: A Deep Neural Network for Multi-tasks Appliances State Detection and Power Estimation in NILM.
Proceedings of the NILM '20, 2020
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2020
Understanding the challenges behind Electric Vehicle usage by drivers - a case study in the Madeira Autonomous Region.
Proceedings of the ICT4S 2020: 7th International Conference on ICT for Sustainability, 2020
Proceedings of the e-Energy '20: The Eleventh ACM International Conference on Future Energy Systems, 2020
2019
dsCleaner: A Python Library to Clean, Preprocess and Convert Non-Instrusive Load Monitoring Datasets.
Data, 2019
NILMPEds: A Performance Evaluation Dataset for Event Detection Algorithms in Non-Intrusive Load Monitoring.
Data, 2019
Energy Storage in Madeira, Portugal: Co-optimizing for Arbitrage, Self-Sufficiency, Peak Shaving and Energy Backup.
CoRR, 2019
Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 2019
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019
Proceedings of the Latin American Robotics Symposium, 2019
On the Value Proposition of Battery Energy Storage in Self-Consumption Only Scenarios: A Case-Study in Madeira Island.
Proceedings of the IECON 2019, 2019
Proceedings of the 6th International Conference on ICT for Sustainability, 2019
Proceedings of the Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, 2019
A Mouse (H)Over a Hotspot Survey: An Exploration of Patterns of Hesitation through Cursor Movement Metrics.
Proceedings of the Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, 2019
2018
Performance evaluation in non-intrusive load monitoring: Datasets, metrics, and tools - A review.
WIREs Data Mining Knowl. Discov., 2018
Computing, 2018
Data Storage and Maintenance Challenges: The Case of Advanced Metering Infrastructure Systems.
Proceedings of the 5th International Conference on Information and Communication Technology for Sustainability, 2018
Proceedings of the Ninth International Conference on Future Energy Systems, 2018
2017
A comparison of performance metrics for event classification in Non-Intrusive Load Monitoring.
Proceedings of the 2017 IEEE International Conference on Smart Grid Communications, 2017
Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, 2017
Engineering and deploying a hardware and software platform to collect and label non-intrusive load monitoring datasets.
Proceedings of the 2017 Sustainable Internet and ICT for Sustainability, 2017
A mouse over a hotspot survey: An exploration of perceptions of electricity consumption and patterns of indecision.
Proceedings of the 2017 Sustainable Internet and ICT for Sustainability, 2017
Developing and evaluating a probabilistic event detector for non-intrusive load monitoring.
Proceedings of the 2017 Sustainable Internet and ICT for Sustainability, 2017
2015
What-a-Watt: exploring electricity production literacy through a long term eco-feedback study.
Proceedings of the 2015 Sustainable Internet and ICT for Sustainability, 2015
Proceedings of the 2015 Sustainable Internet and ICT for Sustainability, 2015
Proceedings of the 2015 Sustainable Internet and ICT for Sustainability, 2015
Towards systematic performance evaluation of non-intrusive load monitoring algorithms and systems.
Proceedings of the 2015 Sustainable Internet and ICT for Sustainability, 2015
Ontologia de Domínio de Doação de Órgãos e Tecidos para apoio a Integração Semântica de Sistemas.
Proceedings of the XVIII IberoAmerican Conference on Software Engineering, 2015
2014
Comput. Hum. Behav., 2014
Proceedings of the ICT for Sustainability 2014 (ICT4S-14), 2014
SURF and SURF-PI: a file format and API for non-intrusive load monitoring public datasets.
Proceedings of the Fifth International Conference on Future Energy Systems, 2014
2013
Proceedings of the Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data, 2013
Proceedings of the Human-Computer Interaction - INTERACT 2013, 2013
WattsBurning on My Mailbox: A Tangible Art Inspired Eco-feedback Visualization for Sharing Energy Consumption.
Proceedings of the Human-Computer Interaction - INTERACT 2013, 2013
2012
Low Cost Framework for Non-intrusive Home Energy Monitoring and Research.
Proceedings of the SMARTGREENS 2012 - Proceedings of the 1st International Conference on Smart Grids and Green IT Systems, Porto, Portugal, 19, 2012
The design of a hardware-software platform for long-term energy eco-feedback research.
Proceedings of the ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2012
Proceedings of the Advances in Computer Entertainment - 9th International Conference, 2012
2010
Architecting a Model-Driven Aspect-Oriented Product Line for a Digital TV Middleware: A Refactoring Experience.
Proceedings of the Software Architecture, 4th European Conference, 2010
2007
Cross-Media User Interfaces for Controlling the Enterprise - The EAGLE Integrated System.
Proceedings of the ICEIS 2007, 2007
2000
Proceedings of the 27th Annual Conference on Computer Graphics and Interactive Techniques, 2000
1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997