Publications

2025

1. CEE

   Unveiling energy usage patterns in industrial kitchens: From detection to clustering of appliance usage

   Martins, Ricardo, Morais, Hugo, and Pereira, Lucas

   Computers and Electrical Engineering Feb 2025

   Bib HTML

   @article{martins_inveiling_2025,
     abbr = {CEE},
     bibtex_show = {true},
     title = {Unveiling energy usage patterns in industrial kitchens: From detection to clustering of appliance usage},
     author = {Martins, Ricardo and Morais, Hugo and Pereira, Lucas},
     html = {https://www.sciencedirect.com/science/article/pii/S0045790625001065},
     date = {2025-02},
     year = {2025},
     month = feb,
     journal = {Computers and Electrical Engineering},
     volume = {},
     pages = {},
     issn = {},
     doi = {},
     langid = {english}
   }

2024

1. CEE

   Industrial Kitchen Appliance Consumption Forecasting: Hour-Ahead and Day-Ahead Perspectives with Post-Processing Improvements

   Andrade, Vasco, Morais, Hugo, and Pereira, Lucas

   Computers and Electrical Engineering Feb 2024

   Bib HTML

   @article{andrade_industrial_2024,
     abbr = {CEE},
     bibtex_show = {true},
     title = {Industrial Kitchen Appliance Consumption Forecasting: Hour-Ahead and Day-Ahead Perspectives with Post-Processing Improvements},
     author = {Andrade, Vasco and Morais, Hugo and Pereira, Lucas},
     html = {https://www.sciencedirect.com/science/article/pii/S0045790624000739},
     date = {2024-02},
     year = {2024},
     month = feb,
     journal = {Computers and Electrical Engineering},
     volume = {},
     pages = {},
     issn = {},
     doi = {},
     langid = {english}
   }

2. Sustainability

   Crafting Taxonomies for Understanding Power Consumption in Industrial Kitchens: A Methodological Framework and Real-World Application

   Ribeiro, Miriam, Morais, Hugo, and Pereira, Lucas

   Sustainability Sep 2024

   Bib HTML

   @article{ribeiro_inveiling_taxonomy_2024,
     abbr = {Sustainability},
     bibtex_show = {true},
     title = {Crafting Taxonomies for Understanding Power Consumption in Industrial Kitchens: A Methodological Framework and Real-World Application},
     author = {Ribeiro, Miriam and Morais, Hugo and Pereira, Lucas},
     html = {https://www.mdpi.com/2071-1050/16/17/7639},
     date = {2024-09},
     year = {2024},
     month = sep,
     journal = {Sustainability},
     volume = {},
     pages = {},
     issn = {},
     doi = {},
     langid = {english}
   }

2023

1. Sci Data

   FIKElectricity: A Electricity Consumption Dataset from Three Restaurant Kitchens in Portugal

   Pereira, Lucas, Aguiar, Vitor, Vasconcelos, Fábio, Martins, Ricardo, Garcês, Toni, and Morais, Hugo

   Scientific Data Nov 2023

   Bib HTML

   @article{pereira_fikelectricity_2023,
     abbr = {Sci Data},
     bibtex_show = {true},
     title = {FIKElectricity: A Electricity Consumption Dataset from Three Restaurant Kitchens in Portugal},
     author = {Pereira, Lucas and Aguiar, Vitor and Vasconcelos, Fábio and Martins, Ricardo and Garcês, Toni and Morais, Hugo},
     html = {https://www.nature.com/articles/s41597-023-02698-8},
     year = {2023},
     month = nov,
     journal = {Scientific Data},
     volume = {10},
     number = {1},
     pages = {779},
     publisher = {{Nature Publishing Group}},
     issn = {2052-4463},
     doi = {10.1038/s41597-023-02698-8},
     urldate = {2023-11-15},
     copyright = {2023 The Author(s)},
     langid = {english}
   }

2. IEEE TCE

   On the Potential of Tertiary Espresso Machines to Provide Frequency Containment Reserves Services

   Krutnik, Mikolaj, Pedro, Andressa, Yadack, Van Malcolm, Morais, Hugo, and Pereira, Lucas

   IEEE Transactions on Consumer Electronics Oct 2023

   Bib HTML

   @article{krutnik_potential_2023,
     abbr = {IEEE TCE},
     bibtex_show = {true},
     title = {On the {{Potential}} of {{Tertiary Espresso Machines}} to {{Provide Frequency Containment Reserves Services}}},
     author = {Krutnik, Mikolaj and Pedro, Andressa and Yadack, Van Malcolm and Morais, Hugo and Pereira, Lucas},
     html = {https://ieeexplore.ieee.org/document/10278210},
     year = {2023},
     month = oct,
     journal = {IEEE Transactions on Consumer Electronics},
     pages = {1--1},
     issn = {1558-4127},
     doi = {10.1109/TCE.2023.3323823},
     urldate = {2023-10-13},
     copyright = {All rights reserved}
   }

3. GoodIT

   Virtual Assistants for Energy Efficiency: Real World Tryouts

   Fialho, Francisco, Scuri, Sabrina, Pereira, Lucas, and Nunes, Nuno

   In ACM International Conference on Information Technology for Social Good (GoodIT ’23), September 6–8, 2023, Lisbon, Portugal Sep 2023

   Bib HTML

   @inproceedings{fialho_virtual_2023,
     abbr = {GoodIT},
     bibtex_show = {true},
     title = {Virtual Assistants for Energy Efficiency: Real World Tryouts},
     booktitle = {ACM International Conference on Information Technology for Social Good (GoodIT '23), September 6--8, 2023, Lisbon, Portugal},
     author = {Fialho, Francisco and Scuri, Sabrina and Pereira, Lucas and Nunes, Nuno},
     html = {https://www.alspereira.info/pubs/goodit-2023/},
     date = {2023-09},
     year = {2023},
     month = sep,
     location = {{Lisbon, Portugal}},
     eventtitle = {{{GoodIT}} 2023},
     langid = {english}
   }

4. INDIN

   Understanding the Role of Solar PV and Battery Energy Storage in a Snack Bar: A Case Study in Madeira Island

   Pereira, Lucas, Cavaleiro, Jonathan, and Morais, Hugo

   In IEEE International Conference on Industrial Informatics, INDIN’23 Jul 2023

   Bib HTML

   @inproceedings{pereira_understanding_2023,
     abbr = {INDIN},
     bibtex_show = {true},
     title = {Understanding the Role of Solar PV and Battery Energy Storage in a Snack Bar: A Case Study in Madeira Island},
     booktitle = {IEEE International Conference on Industrial Informatics, INDIN’23},
     author = {Pereira, Lucas and Cavaleiro, Jonathan and Morais, Hugo},
     html = {https://www.alspereira.info/pubs/indin-2023/},
     date = {2023-07},
     year = {2023},
     month = jul,
     location = {{Lemgo, Germany}},
     eventtitle = {{{INDIN}} 2023},
     langid = {english}
   }

5. CIRED

   On The Role Of Industrial Kitchens In Sustainable Energy Systems: The nexIK Vision

   Oliveira, Ana, Ribeiro, Miriam, Rodrigues, Ricardo, Morais, Gonçalo, Morais, Hugo, and Pereira, Lucas

   In CIRED 2023 - The 27th International Conference and Exhibition on Electricity Distribution Jun 2023

   Bib HTML

   @inproceedings{ana_oliveira_role_2023,
     abbr = {CIRED},
     bibtex_show = {true},
     title = {On {{The Role Of Industrial Kitchens In Sustainable Energy Systems}}: {{The nexIK Vision}}},
     booktitle = {{{CIRED}} 2023 - {{The}} 27th {{International Conference}} and {{Exhibition}} on {{Electricity Distribution}}},
     author = {Oliveira, Ana and Ribeiro, Miriam and Rodrigues, Ricardo and de Morais, Gonçalo and Morais, Hugo and Pereira, Lucas},
     html = {https://ieeexplore.ieee.org/document/10267101},
     date = {2023-06},
     year = {2023},
     month = jun,
     location = {{Rome, Italy}},
     eventtitle = {{{CIRED}} 2023},
     langid = {english}
   }

6. Utilities Policy

   Opportunities and Challenges for Small-Scale Flexibility in European Electricity Markets

   Pedro, Andressa, Krutnik, Mikolaj, Yadack, Van Malcolm, Pereira, Lucas, and Morais, Hugo

   Utilities Policy Feb 2023

   Bib HTML

   @article{pedro_opportunities_2023,
     abbr = {Utilities Policy},
     bibtex_show = {true},
     title = {Opportunities and Challenges for Small-Scale Flexibility in {{European}} Electricity Markets},
     author = {Pedro, Andressa and Krutnik, Mikolaj and Yadack, Van Malcolm and Pereira, Lucas and Morais, Hugo},
     html = {https://www.sciencedirect.com/science/article/pii/S0957178722001412},
     date = {2023-02},
     year = {2023},
     month = feb,
     journal = {Utilities Policy},
     volume = {80},
     pages = {101477},
     issn = {0957-1787},
     doi = {10.1016/j.jup.2022.101477},
     langid = {english}
   }

2022

1. Buildings

   Benchmark of Electricity Consumption Forecasting Methodologies Applied to Industrial Kitchens

   Amantegui, Jorge, Morais, Hugo, and Pereira, Lucas

   Buildings Dec 2022

   Bib HTML

   @article{amantegui_benchmark_2022,
     abbr = {Buildings},
     bibtex_show = {true},
     title = {Benchmark of {{Electricity Consumption Forecasting Methodologies Applied}} to {{Industrial Kitchens}}},
     author = {Amantegui, Jorge and Morais, Hugo and Pereira, Lucas},
     html = {https://www.mdpi.com/2075-5309/12/12/2231},
     date = {2022-12},
     year = {2022},
     month = dec,
     journal = {Buildings},
     volume = {12},
     number = {12},
     pages = {2231},
     publisher = {{Multidisciplinary Digital Publishing Institute}},
     issn = {2075-5309},
     doi = {10.3390/buildings12122231},
     issue = {12},
     langid = {english}
   }

2021

1. Data

   FIKWater: A Water Consumption Dataset from Three Restaurant Kitchens in Portugal

   Pereira, Lucas, Aguiar, Vitor, and Vasconcelos, Fábio

   Data Mar 2021

   Bib HTML

   @article{pereira_fikwater_2021,
     abbr = {Data},
     bibtex_show = {true},
     title = {{{FIKWater}}: {{A Water Consumption Dataset}} from {{Three Restaurant Kitchens}} in {{Portugal}}},
     html = {https://www.mdpi.com/2306-5729/6/3/26},
     author = {Pereira, Lucas and Aguiar, Vitor and Vasconcelos, F{\'a}bio},
     year = {2021},
     month = mar,
     journal = {Data},
     volume = {6},
     number = {3},
     pages = {26},
     publisher = {{Multidisciplinary Digital Publishing Institute}},
     doi = {10.3390/data6030026},
     copyright = {http://creativecommons.org/licenses/by/3.0/},
     langid = {english},
     selected = {true}
   }

2. Data

   FIKWaste: A Waste Generation Dataset from Three Restaurant Kitchens in Portugal

   Pereira, Lucas, Aguiar, Vitor, and Vasconcelos, Fábio

   Data Mar 2021

   Bib HTML

   @article{pereira_fikwaste_2021,
     abbr = {Data},
     bibtex_show = {true},
     title = {{{FIKWaste}}: {{A Waste Generation Dataset}} from {{Three Restaurant Kitchens}} in {{Portugal}}},
     html = {https://www.mdpi.com/2306-5729/6/3/25},
     shorttitle = {{{FIKWaste}}},
     author = {Pereira, Lucas and Aguiar, Vitor and Vasconcelos, F{\'a}bio},
     year = {2021},
     month = mar,
     journal = {Data},
     volume = {6},
     number = {3},
     pages = {25},
     publisher = {{Multidisciplinary Digital Publishing Institute}},
     doi = {10.3390/data6030025},
     copyright = {http://creativecommons.org/licenses/by/3.0/},
     langid = {english},
     selected = {true}
   }

2025

1. MSc. Thesis

   Data Monitoring and Disaggregation in Industrial Kitchens

   Morais, Gonçalo

   Jun 2025

   Bib HTML

   @thesis{morais_data_2025,
     abbr = {MSc. Thesis},
     bibtex_show = {true},
     type = {{{MSc}}},
     title = {Data Monitoring and Disaggregation in Industrial Kitchens},
     author = {de Morais, Gonçalo},
     html = {https://fenix.tecnico.ulisboa.pt/cursos/meec21/dissertacao/1128253548924207},
     year = {2025},
     month = jun,
     address = {{Lisbon, Portugal}},
     langid = {english},
     school = {T\'ecnico Lisboa, University of Lisbon}
   }

2024

2023

1. MSc. Thesis

   Water-Energy-Food Nexus in Industrial Kitchens: Energy efficiency and management

   Oliveira, Ana

   Dec 2023

   Bib HTML

   @thesis{oliveira_2023,
     abbr = {MSc. Thesis},
     bibtex_show = {true},
     type = {{{MSc}}},
     title = {Water-Energy-Food Nexus in Industrial Kitchens: Energy efficiency and management },
     author = {Oliveira, Ana},
     html = {https://fenix.tecnico.ulisboa.pt/cursos/meec21/dissertacao/1972678479056335},
     year = {2023},
     month = dec,
     address = {{Lisbon, Portugal}},
     langid = {english},
     school = {T\'ecnico Lisboa, University of Lisbon}
   }

2. MSc. Thesis

   Data-driven Modeling of Energy Consumption in Industrial Kitchens

   Romero, Márcio

   Nov 2023

   Bib HTML

   @thesis{romero_data_2023,
     abbr = {MSc. Thesis},
     bibtex_show = {true},
     type = {{{MSc}}},
     title = {Data-driven Modeling of Energy Consumption in Industrial Kitchens},
     author = {Romero, Márcio},
     html = {https://fenix.tecnico.ulisboa.pt/cursos/meec21/dissertacao/1409728525633422},
     year = {2023},
     month = nov,
     address = {{Lisbon, Portugal}},
     langid = {english},
     school = {T\'ecnico Lisboa, University of Lisbon}
   }

3. MSc. Thesis

   Forecast of Electricity Consumption in Industrial Kitchens

   Andrade, Vasco

   Jun 2023

   Bib HTML

   @thesis{andrade_forecasting_2023,
     abbr = {MSc. Thesis},
     bibtex_show = {true},
     type = {{{MSc}}},
     title = {Forecast of {{Electricity Consumption}} in {{Industrial Kitchens}}},
     author = {Andrade, Vasco},
     html = {https://fenix.tecnico.ulisboa.pt/cursos/meec21/dissertacao/283828618790846},
     year = {2023},
     month = jun,
     address = {{Lisbon, Portugal}},
     langid = {english},
     school = {T\'ecnico Lisboa, University of Lisbon}
   }

2022

1. MSc. Thesis

   Data-driven Modeling of Energy Consumption in Industrial Kitchens - Detection of Activations and Unsupervised Classification

   Martins, Ricardo

   Nov 2022

   Bib HTML

   @thesis{martins_forecasting_2022,
     abbr = {MSc. Thesis},
     bibtex_show = {true},
     type = {{{MSc}}},
     title = {Data-driven Modeling of Energy Consumption in Industrial Kitchens - Detection of Activations and Unsupervised Classification},
     html = {https://fenix.tecnico.ulisboa.pt/cursos/mecd/dissertacao/565303595503325},
     author = {Martins, Ricardo},
     year = {2022},
     month = nov,
     address = {{Lisbon, Portugal}},
     langid = {english},
     school = {T\'ecnico Lisboa, University of Lisbon}
   }

2. MSc. Thesis

   Forecasting Electricity Consumption in Industrial Kitchens

   Amantegui, Jorge Ruiz

   Sep 2022

   Bib HTML

   @thesis{amantegui_forecasting_2022,
     abbr = {MSc. Thesis},
     bibtex_show = {true},
     type = {{{MSc}}},
     title = {Forecasting {{Electricity Consumption}} in {{Industrial Kitchens}}},
     html = {https://fenix.tecnico.ulisboa.pt/cursos/mege/dissertacao/846778572214403},
     author = {Amantegui, Jorge Ruiz},
     year = {2022},
     month = sep,
     address = {{Lisbon, Portugal}},
     langid = {english},
     school = {T\'ecnico Lisboa, University of Lisbon}
   }

2020

1. MSc. Thesis

   Small Flexibility Based Frequency Containment Reserves - Opportunities Analysis and Modeling

   Pedro, Andressa

   Nov 2020

   Bib HTML

   @thesis{pedro_small_2020,
     abbr = {MSc. Thesis},
     bibtex_show = {true},
     type = {{{MSc}}},
     title = {Small {{Flexibility Based Frequency Containment Reserves}} - {{Opportunities}} Analysis and Modeling},
     html = {https://fenix.tecnico.ulisboa.pt/cursos/mege/dissertacao/283828618790544},
     author = {Pedro, Andressa},
     year = {2020},
     month = nov,
     address = {{Lisbon, Portugal}},
     langid = {english},
     school = {T\'ecnico Lisboa, University of Lisbon}
   }

2. MSc. Thesis

   Energy Services for The Food Industry

   Krutnik, Mikolaj Jan

   Nov 2020

   Bib HTML

   @thesis{krutnik_energy_2020,
     abbr = {MSc. Thesis},
     bibtex_show = {true},
     type = {{{MSc}}},
     title = {Energy {{Services}} for {{The Food Industry}}},
     html = {https://fenix.tecnico.ulisboa.pt/cursos/mege/dissertacao/1128253548922346},
     author = {Krutnik, Mikolaj Jan},
     year = {2020},
     month = nov,
     address = {{Lisbon, Portugal}},
     langid = {english},
     school = {T\'ecnico Lisboa, University of Lisbon}
   }