Lucas Pereira

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 52

Top Topics

Electricity Consumption

Top Venues

BuildSys@SenSys

Publications

Vasco Andrade, Hugo Morais, Lucas Pereira
Industrial kitchen appliance consumption forecasting: Hour-ahead and day-ahead perspectives with post-processing improvements. Comput. Electr. Eng. 116 (2024)
Lucas Pereira, Vineet Jagadeesan Nair, Bruno Dias, Hugo Morais, Anuradha Annaswamy
Federated Learning Forecasting for Strengthening Grid Reliability and Enabling Markets for Resilience. CoRR (2024)
Andrés Isaza-Giraldo, Paulo Bala, Pedro F. Campos, Lucas Pereira
Prompt-Gaming: A Pilot Study on LLM-Evaluating Agent in a Meaningful Energy Game. CHI Extended Abstracts (2024)
Mikolaj Krutnik, Andressa Pedro, Van Malcolm Yadack, Hugo Morais, Lucas Pereira
On the Potential of Tertiary Espresso Machines to Provide Frequency Containment Reserves Services. IEEE Trans. Consumer Electron. 70 (1) (2024)
Hafsa Bousbiat, Anthony Faustine, Christoph Klemenjak, Lucas Pereira, Wilfried Elmenreich
Unlocking the Full Potential of Neural NILM: On Automation, Hyperparameters, and Modular Pipelines. IEEE Trans. Ind. Informatics 19 (5) (2023)
João Gois, Lucas Pereira
ANR: A New Metric to Quantify the Appliance to Noise Ratio in Load Disaggregation Datasets. IEEE Trans. Instrum. Meas. 72 (2023)
Lucas Pereira, Jonathan Cavaleiro, Hugo Morais
Understanding the Role of Solar PV and Battery Energy Storage in a Snack Bar: A Case Study in Madeira Island. INDIN (2023)
Anthony Faustine, Lucas Pereira
Applying Symmetrical Component Transform for Industrial Appliance Classification in Non-Intrusive Load Monitoring. ICASSP (2023)
Cindy P. Guzmán, Eduardo Gomes, Lucas Pereira, Hugo Morais
A Computational Implementation for Creating Electric Vehicles Profiles. ISGT EUROPE (2023)
Eduardo Gomes, Lucas Pereira, Hugo Morais
Energy Resources Scheduling in Energy Communities: A comparison between Mixed Integer Linear Programming and Hybrid-adaptive Differential Evolution with decay function. ISGT EUROPE (2023)
Francisco Santos Fialho, Sabrina Scuri, Lucas Pereira, Nuno Jardim Nunes
Virtual Assistants for Energy Efficiency: Real World Tryouts. GoodIT (2023)
Eduardo Gomes, Lucas Pereira, Augusto Esteves, Hugo Morais
PyECOM: A Python tool for analyzing and simulating Energy Communities. SoftwareX 24 (2023)
Marco Manolo Manca, Anthony Faustine, Lucas Pereira
Appliance recognition with combined single- and multi-label approaches. BuildSys@SenSys (2022)
Zita Abreu, Lucas Pereira
Privacy protection in smart meters using homomorphic encryption: An overview. WIREs Data Mining Knowl. Discov. 12 (4) (2022)
João Gois, Lucas Pereira, Nuno Nunes
A Data-Centric Analysis of the Impact of Non-Electric Data on the Performance of Load Disaggregation Algorithms. Sensors 22 (18) (2022)
Anthony Faustine, Lucas Pereira
FPSeq2Q: Fully Parameterized Sequence to Quantile Regression for Net-Load Forecasting With Uncertainty Estimates. IEEE Trans. Smart Grid 13 (3) (2022)
Nuno Velosa, Lucas Pereira
Towards pro-social load balancing in energy communities. BuildSys@SenSys (2021)
Ricardo Sol, Elci Alcione Santos, Manuel C. Reis, Lucas Pereira
Computer Supported Collaborative Learning for Programming: A Systematic Review. CSEDU (2) (2021)
Lucas Pereira, Vitor Aguiar, Fábio Vasconcelos
FIKWaste: A Waste Generation Dataset from Three Restaurant Kitchens in Portugal. Data 6 (3) (2021)
Anthony Faustine, Lucas Pereira, Christoph Klemenjak
Adaptive Weighted Recurrence Graphs for Appliance Recognition in Non-Intrusive Load Monitoring. IEEE Trans. Smart Grid 12 (1) (2021)
Lucas Pereira, Vitor Aguiar, Fábio Vasconcelos
FIKWater: A Water Consumption Dataset from Three Restaurant Kitchens in Portugal. Data 6 (3) (2021)
Md Umar Hashmi, José Horta, Lucas Pereira, Zachary Lee, Ana Busic, Daniel Kofman
Towards Phase Balancing using Energy Storage. CoRR (2020)
Luísa Barros, Mary Barreto, Lucas Pereira
Understanding the challenges behind Electric Vehicle usage by drivers - a case study in the Madeira Autonomous Region. ICT4S (2020)
Eduardo Gomes, Lucas Pereira
PB-NILM: Pinball Guided Deep Non-Intrusive Load Monitoring. IEEE Access 8 (2020)
Md Umar Hashmi, Ana Busic, Deepjyoti Deka, Lucas Pereira
Energy Storage Optimization for Grid Reliability. e-Energy (2020)
Roham Torabi, Sandy Rodrigues, Nuno Cafôfo, Lucas Pereira, Filipe Quintal, Nuno Nunes, Fernando Morgado Dias
A global monitoring system for electricity consumption and production of household roof-top PV systems in Madeira. Neural Comput. Appl. 32 (20) (2020)
João Gois, Christoph Klemenjak, Lucas Pereira
On the Relationship between Seasons of the Year and Disaggregation Performance. NILM@SenSys (2020)
Anthony Faustine, Lucas Pereira, Hafsa Bousbiat, Shridhar Kulkarni
UNet-NILM: A Deep Neural Network for Multi-tasks Appliances State Detection and Power Estimation in NILM. NILM@SenSys (2020)
Md Umar Hashmi, Deepjyoti Deka, Lucas Pereira, Ana Busic
Energy Storage Optimization for Grid Reliability. CoRR (2020)
Md Umar Hashmi, Jonathan Cavaleiro, Lucas Pereira, Ana Busic
Sizing and Profitability of Energy Storage for Prosumers in Madeira, Portugal. ISGT (2020)
Christoph Klemenjak, Andreas Reinhardt, Lucas Pereira, Stephen Makonin, Mario Bergés, Wilfried Elmenreich
Electricity Consumption Data Sets: Pitfalls and Opportunities. BuildSys@SenSys (2019)
Lucas Pereira, Jonathan Cavaleiro
On the Value Proposition of Battery Energy Storage in Self-Consumption Only Scenarios: A Case-Study in Madeira Island. IECON (2019)
Md Umar Hashmi, Lucas Pereira, Ana Busic
Energy Storage in Madeira, Portugal: Co-optimizing for Arbitrage, Self-Sufficiency, Peak Shaving and Energy Backup. CoRR (2019)
Filipe Quintal, Sabrina Scuri, Mary Barreto, Lucas Pereira, Dino Vasconcelos, Daniel Pestana
MyTukxi: Low Cost Smart Charging for Small Scale EVs. CHI Extended Abstracts (2019)
Md Umar Hashmi, Deepjyoti Deka, Ana Busic, Lucas Pereira, Scott Backhaus
Arbitrage with Power Factor Correction using Energy Storage. CoRR (2019)
Fábio Vasconcelos, Vitor Aguiar, Lucas Pereira
Ultrasonic waste monitoring in the future industrial kitchen: poster abstract. SenSys (2019)
Mary Barreto, Lucas Pereira, Filipe Quintal
The Acceptance of Energy Monitoring Technologies - the Case of Local Prosumers. ICT4S (2019)
Lucas Pereira, Vitor Aguiar, Fábio Vasconcelos
Future Industrial Kitchen: Challenges and Opportunities. BuildSys@SenSys (2019)
Manuel Pereira, Nuno Velosa, Lucas Pereira
dsCleaner: A Python Library to Clean, Preprocess and Convert Non-Instrusive Load Monitoring Datasets. Data 4 (3) (2019)
Md Umar Hashmi, Jonathan Cavaleiro, Lucas Pereira, Ana Busic
Sizing and Profitability of Energy Storage for Prosumers in Madeira, Portugal. CoRR (2019)
Lucas Pereira
A Mouse (H)Over a Hotspot Survey: An Exploration of Patterns of Hesitation through Cursor Movement Metrics. CHI Extended Abstracts (2019)
Edwilson Vaz, Átila Astor Weis, Paulo Drews Jr., Silvia Botelho, Cristiano Rafael Steffens, Lucas Pereira
An Optimized Image Fusion Method for Fume Removal in Automated Welding Robots Field. LARS/SBR/WRE (2019)
Lucas Pereira
NILMPEds: A Performance Evaluation Dataset for Event Detection Algorithms in Non-Intrusive Load Monitoring. Data 4 (3) (2019)
Luísa Barros, Lucas Pereira, Parakram Pyakurel
On the Challenges of Charging Electric Vehicles in Domestic Environments. e-Energy (2018)
Lucas Pereira, Antonio G. Ravelo-García
Highlights of ES2DE and IWOBI 2017: extended versions of selected best papers. Computing 100 (11) (2018)
Lucas Pereira, Nuno Nunes
Performance evaluation in non-intrusive load monitoring: Datasets, metrics, and tools - A review. WIREs Data Mining Knowl. Discov. 8 (6) (2018)
Lucas Pereira, Rodolfo Gonçalves, Filipe Quintal, Nuno Nunes
Data Storage and Maintenance Challenges: The Case of Advanced Metering Infrastructure Systems. ICT4S (2018)
Lucas Pereira
Developing and evaluating a probabilistic event detector for non-intrusive load monitoring. SustainIT (2017)
Lucas Pereira
EMD-DF: a data model and file format for energy disaggregation datasets. BuildSys@SenSys (2017)
Lucas Pereira, Yoram Chisik
A mouse over a hotspot survey: An exploration of perceptions of electricity consumption and patterns of indecision. SustainIT (2017)
Lucas Pereira, Nuno Nunes
A comparison of performance metrics for event classification in Non-Intrusive Load Monitoring. SmartGridComm (2017)
Lucas Pereira, Miguel Ribeiro, Nuno Nunes
Engineering and deploying a hardware and software platform to collect and label non-intrusive load monitoring datasets. SustainIT (2017)
Filipe Quintal, Lucas Pereira, Nuno Jardim Nunes, Valentina Nisi
What-a-Watt: exploring electricity production literacy through a long term eco-feedback study. SustainIT (2015)
Filipe Quintal, Lucas Pereira, Clinton Jorge, Nuno Jardim Nunes
EnerSpectrum: exposing the source of energy through plug-level eco-feedack. SustainIT (2015)
Lucas Pereira, Nuno Jardim Nunes
Towards systematic performance evaluation of non-intrusive load monitoring algorithms and systems. SustainIT (2015)
Lucas Pereira, Rodrigo F. Calhau, Paulo Sérgio dos Santos Júnior, Mateus B. Costa
Ontologia de Domínio de Doação de Órgãos e Tecidos para apoio a Integração Semântica de Sistemas. CIbSE (2015)
Lucas Pereira, Nuno Jardim Nunes
Semi-automatic labeling for public non-intrusive load monitoring datasets. SustainIT (2015)
Michelle Scott, Lucas Pereira, Ian Oakley
Show Me or Tell Me: Designing Avatars for Feedback. Interact. Comput. 27 (4) (2015)
Lucas Pereira, Nuno Jardim Nunes, Mario Berges
SURF and SURF-PI: a file format and API for non-intrusive load monitoring public datasets. e-Energy (2014)
Lucas Pereira, Filipe Quintal, Rodolfo Gonçalves, Nuno Jardim Nunes
SustData: A Public Dataset for ICT4S Electric Energy Research. ICT4S (2014)
Mary Barreto, Agnieszka Matysiak Szóstek, Evangelos Karapanos, Nuno Jardim Nunes, Lucas Pereira, Filipe Quintal
Understanding families' motivations for sustainable behaviors. Comput. Hum. Behav. 40 (2014)
Lucas Pereira, Filipe Quintal, Mary Barreto, Nuno Jardim Nunes
Understanding the Limitations of Eco-feedback: A One-Year Long-Term Study. CHI-KDD (2013)
Filipe Quintal, Mary Barreto, Nuno Jardim Nunes, Valentina Nisi, Lucas Pereira
WattsBurning on My Mailbox: A Tangible Art Inspired Eco-feedback Visualization for Sharing Energy Consumption. INTERACT (4) (2013)
Filipe Quintal, Lucas Pereira, Nuno Jardim Nunes, Valentina Nisi, Mary Barreto
WATTSBurning: Design and Evaluation of an Innovative Eco-Feedback System. INTERACT (1) (2013)
Lucas Pereira, Nuno Jardim Nunes
Low Cost Framework for Non-intrusive Home Energy Monitoring and Research. SMARTGREENS (2012)
Filipe Quintal, Valentina Nisi, Nuno Jardim Nunes, Mary Barreto, Lucas Pereira
HomeTree - An Art Inspired Mobile Eco-feedback Visualization. Advances in Computer Entertainment (2012)
Lucas Pereira, Filipe Quintal, Nuno Jardim Nunes, Mario Berges
The design of a hardware-software platform for long-term energy eco-feedback research. EICS (2012)
Diego Saraiva, Lucas Pereira, Thaís Vasconcelos Batista, Flávia Coimbra Delicato, Paulo F. Pires, Uirá Kulesza, Rodrigo P. M. de Araújo, Tássia Freitas, Sindolfo Miranda Filho, Ana Liz S. Souto
Architecting a Model-Driven Aspect-Oriented Product Line for a Digital TV Middleware: A Refactoring Experience. ECSA (2010)
Pedro F. Campos, Filipe Sousa, Lucas Pereira, Carlos Perestrelo, Duarte Freitas
Cross-Media User Interfaces for Controlling the Enterprise - The EAGLE Integrated System. ICEIS (5) (2007)
Marc Levoy, Kari Pulli, Brian Curless, Szymon Rusinkiewicz, David Koller, Lucas Pereira, Matt Ginzton, Sean E. Anderson, James Davis, Jeremy Ginsberg, Jonathan Shade, Duane Fulk
The digital Michelangelo project: 3D scanning of large statues. SIGGRAPH (2000)
Homan Igehy, Lucas Pereira
Image replacement through texture synthesis. ICIP (3) (1997)