Pedro Faria

According to our database, Pedro Faria authored at least 100 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Dataset of an Energy Community's Consumption and Generation with Appliance Allocation for One Year.

Calvin Goncalves, Rúben Barreto, Pedro Faria, Luis Gomes, Zita Vale

Dataset, 2024

Explainable Artificial Intelligence Applied to Predictive Maintenance: Comparison of Post-Hoc Explainability Techniques.

Bruno Mota, Pedro Faria, Juan M. Corchado, Carlos Ramos

Proceedings of the Explainable Artificial Intelligence, 2024

Automation on Cloud Migrations.

Pedro Faria, Tomás Simões, Yan Qianmin

Proceedings of the 47th MIPRO ICT and Electronics Convention, 2024

Virtual Power Plant Optimization Service - Benchmark of Solvers.

Filipe Alves, Rui Ribeiro, Maria Petiz, Ali Abbasi, Pedro Carvalho, Ricardo Faia, Pedro Faria, Zita Vale, Ricardo Rodrigues

Proceedings of the 19th Conference on Computer Science and Intelligence Systems, 2024

2023

Towards a data privacy-predictive performance trade-off.

Tânia Carvalho, Nuno Moniz, Pedro Faria, Luís Antunes

Expert Syst. Appl., August, 2023

Survey on Privacy-Preserving Techniques for Microdata Publication.

Tânia Carvalho, Nuno Moniz, Pedro Faria, Luís Antunes

ACM Comput. Surv., 2023

Fair Management of Vehicle-to-Grid and Demand Response Programs in Local Energy Communities.

Cátia Silva, Pedro Faria, Rúben Barreto, Zita Vale

IEEE Access, 2023

Joint Production and Maintenance Scheduling for Total Cost and Machine Overload Reduction in Manufacturing: A Genetic Algorithm Approach.

Bruno Mota, Pedro Faria, Carlos Ramos

IEEE Access, 2023

Local Energy Market Competition Approach for Demand Response Events.

Cátia Silva, Pedro Faria, Zita Vale

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

Explainable Artificial Intelligence for Definition of Inputs in Neural Networks and K-nearest Neighbors Forecasting of Electricity Consumption.

Daniel Ramos, Pedro Faria, Zita Vale

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

Optimizing House Energy Management with MILP Considering Shifting of Electric Appliances and Battery Storage System.

Ricardo Faia, Pedro Faria, Zita Vale

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

Demand Response-based Energy Management Model for Energy Communities considering Data Privacy of the Members.

Rúben Barreto, Luis Gomes, Pedro Faria, Zita Vale

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

Production Scheduling for Total Energy Cost and Machine Longevity Optimization Through a Genetic Algorithm.

Bruno Mota, Daniel Ramos, Pedro Faria, Carlos Ramos

Proceedings of the Progress in Artificial Intelligence, 2023

Comparison of Inputs Correlation and Explainable Artificial Intelligence Recommendations for Neural Networks Forecasting Electricity Consumption.

Daniel Ramos, Pedro Faria, Zita Vale

Proceedings of the Energy Informatics - Third Energy Informatics Academy Conference, 2023

Computational Approaches for Green Computing of Energy Consumption Forecasting on Non-working Periods in an Office Building.

Daniel Ramos, Pedro Faria, Luis Gomes, Zita Vale

Proceedings of the Energy Informatics - Third Energy Informatics Academy Conference, 2023

Machine Learning Applied to Industrial Machines for an Efficient Maintenance Strategy: A Predictive Maintenance Approach.

Bruno Mota, Pedro Faria, Carlos Ramos

Proceedings of the Energy Informatics - Third Energy Informatics Academy Conference, 2023

Exploring Dataset Patterns for New Demand Response Participants Classification.

Cátia Silva, Pedro Campos, Pedro Faria, Zita Vale

Proceedings of the Distributed Computing and Artificial Intelligence, 2023

2022

Dataset of 20 energy prosumers with flexibility data, distributed generation and energy storage.

Cátia Silva, Pedro Faria, Luis Gomes, Zita Vale

Dataset, November, 2022

Dataset of an Energy Community's Consumption and Generation with Appliance Allocation for One Year.

Calvin Goncalves, Rúben Barreto, Pedro Faria, Luis Gomes, Zita Vale

Dataset, June, 2022

Demand Response Contextual Remuneration of Prosumers with Distributed Storage.

Cátia Silva, Pedro Faria, Bruno Ribeiro, Luis Gomes, Zita Vale

Sensors, 2022

Privacy-Preserving Data Synthetisation for Secure Information Sharing.

Tânia Carvalho, Nuno Moniz, Pedro Faria, Luís Antunes, Nitesh V. Chawla

CoRR, 2022

Survey on Privacy-Preserving Techniques for Data Publishing.

Tânia Carvalho, Nuno Moniz, Pedro Faria, Luís Antunes

CoRR, 2022

A Contextual Reinforcement Learning Approach for Electricity Consumption Forecasting in Buildings.

Daniel Ramos, Pedro Faria, Luis Gomes, Zita A. Vale

IEEE Access, 2022

DR Participants' Actual Response Prediction Using Artificial Neural Networks.

Cátia Silva, Pedro Faria, Zita A. Vale

Proceedings of the 17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022), 2022

CPU Computation Influence on Energy Consumption Forecasting Activities of a Building.

Daniel Ramos, Pedro Faria, Luis Gomes, Zita A. Vale

Proceedings of the 17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022), 2022

Predictive Maintenance for Maintenance-Effective Manufacturing Using Machine Learning Approaches.

Bruno Mota, Pedro Faria, Carlos Ramos

Proceedings of the 17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022), 2022

Real-Time Approach for Managing Power Network by Shifting Electricity Consumers Demand.

Cátia Silva, Pedro Faria, Bruno Canizes, Zita Vale

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2022

Optimal Strategy of Energy Aggregators in the Energy and Regulation markets: Chance-Constrained Approach.

Meysam Khojasteh, Pedro Faria, Fernando Lezama, Zita Vale

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2022

A Learning Approach to Improve the Selection of Forecasting Algorithms in an Office Building in Different Contexts.

Daniel Ramos, Pedro Faria, Luis Gomes, Pedro Campos, Zita A. Vale

Proceedings of the Progress in Artificial Intelligence, 2022

2021

Photovoltaic generation and temperature for the year 2019.

Zita Vale, Pedro Faria, Omid Abrishambaf, Luis Gomes

Dataset, June, 2021

MARTINE Semantic Interoperability: Local Electricity Market Hour-Ahead Session.

Gabriel Santos, Luis Gomes, Tiago Pinto, Zita Vale, Pedro Faria

Dataset, February, 2021

Web-based platform for the management of citizen energy communities and their members.

Helder Pereira, Luis Gomes, Pedro Faria, Zita A. Vale, Carlos Coelho

Energy Inform., 2021

A methodology for energy key performance indicators analysis.

Pedro Faria, Fernando Lezama, Zita A. Vale, Mahsa Khorram

Energy Inform., 2021

Managing Smart City Power Network by Shifting Electricity Consumers Demand.

Cátia Silva, Pedro Faria, Zita A. Vale

Proceedings of the Sustainable Smart Cities and Territories, 2021

Consumers Minimum Rate for Participation in Demand Response Events Under Uncertainty.

Cátia Silva, Pedro Faria, Zita A. Vale

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2021

In-car Damage Dirt and Stain Estimation with RGB Images.

Sandra Dixe, João Leite, Sahar Azadi, Pedro Faria, José Mendes, Jaime C. Fonseca, João Borges

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

PV Generation Forecasting Model for Energy Management in Buildings.

Brigida Teixeira, Tiago Pinto, Pedro Faria, Zita A. Vale

Proceedings of the Progress in Artificial Intelligence, 2021

2020

Use of Sensors and Analyzers Data for Load Forecasting: A Two Stage Approach.

Daniel Ramos, Brigida Teixeira, Pedro Faria, Luis Gomes, Omid Abrishambaf, Zita A. Vale

Sensors, 2020

Consumption Optimization in an Office Building Considering Flexible Loads and User Comfort.

Mahsa Khorram, Pedro Faria, Omid Abrishambaf, Zita A. Vale

Sensors, 2020

Energy Consumption Management in Buildings in the Context of Voluntary and Mandatory Demand Response Programs in Smart Grids.

Mahsa Khorram, Modar Zheiry, Pedro Faria, Zita A. Vale

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2020

Scheduling of Battery Energy Storage and Demand Response Resource in Balancing Ancillary Service.

Meysam Khojasteh, Pedro Faria, Zita A. Vale

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2020

Optimal Distribution Grid Operation Using Demand Response.

Ricardo Faia, Bruno Canizes, Pedro Faria, Zita A. Vale, José M. Terras, Luís V. Cunha

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2020

In-Car State Classification with RGB Images.

Pedro Faria, Sandra Dixe, João Leite, Sahar Azadi, José Mendes, Jaime C. Fonseca, João Borges

Proceedings of the Intelligent Systems Design and Applications, 2020

Learning Bidding Strategies in Local Electricity Markets using Ant Colony optimization.

Fernando Lezama, Ricardo Faia, João P. Soares, Pedro Faria, Zita A. Vale

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

MARTINE: Multi-Agent based Real-Time INfrastructure for Energy.

Tiago Pinto, Luis Gomes, Pedro Faria, Filipe Sousa, Zita A. Vale

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019

Demonstration of an Energy Consumption Forecasting System for Energy Management in Buildings.

Aria Jozi, Daniel Ramos, Luis Gomes, Pedro Faria, Tiago Pinto, Zita A. Vale

Proceedings of the Progress in Artificial Intelligence, 2019

Study of Multi-Tariff Influence on the Distributed Generation Remuneration.

Cátia Silva, Pedro Faria, Zita A. Vale

Proceedings of the Distributed Computing and Artificial Intelligence, 2019

Lighting Consumption Optimization in a SCADA Model of Office Building Considering User Comfort Level.

Mahsa Khorram, Pedro Faria, Zita A. Vale

Proceedings of the Distributed Computing and Artificial Intelligence, 2019

2018

A Regression Model for Predicting Shape Deformation after Breast Conserving Surgery.

Hooshiar Zolfagharnasab, Sílvia Bessa, Sara Pires de Oliveira, Pedro Faria, João F. Teixeira, Jaime S. Cardoso, Hélder P. Oliveira

Sensors, 2018

Shape responses in a macaque frontal area connected to posterior parietal cortex.

Irene Caprara, Elsie Premereur, Maria C. Romero, Pedro Faria, Peter Janssen

NeuroImage, 2018

Office building participation in demand response programs supported by intelligent lighting management.

Mahsa Khorram, Omid Abrishambaf, Pedro Faria, Zita A. Vale

Energy Inform., 2018

Application of an optimization-based curtailment service provider in real-time simulation.

Omid Abrishambaf, Pedro Faria, Zita A. Vale

Energy Inform., 2018

Discussing Different Clustering Methods for the Aggregation of Demand Response and Distributed Generation.

Cátia Silva, Pedro Faria, Zita A. Vale

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Distributed Generation with Improved Remuneration.

Cátia Silva, Pedro Faria, Zita A. Vale

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Consumption Optimization of an Office Building using Different Approaches.

Mahsa Khorram, Pedro Faria, Omid Abrishambaf, Zita A. Vale

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Assessment of Distributed Generation Units Remuneration Using Different Clustering Methods for Aggregation.

Cátia Silva, Pedro Faria, Zita A. Vale

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Clustering-based negotiation profiles definition for local energy transactions.

Ângelo Pinto, Tiago Pinto, Isabel Praça, Zita A. Vale, Pedro Faria

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Financial Benefit Analysis of an Electric Water Heater with Direct Load Control in Demand Response.

Md Tofael Ahmed, Pedro Faria, Zita A. Vale

Proceedings of the 2018 IEEE International Conference on Communications, 2018

optimization-Based Home Energy Management System Under Different Electricity Pricing Schemes.

Mahsa Khorram, Pedro Faria, Zita A. Vale

Proceedings of the 16th IEEE International Conference on Industrial Informatics, 2018

Electric Water Heater Modelling for Direct Load Control Demand Response.

Md Tofael Ahmed, Pedro Faria, Omid Abrishambaf, Zita A. Vale

Proceedings of the 16th IEEE International Conference on Industrial Informatics, 2018

SCADA Office Building Implementation in the Context of an Aggregator.

Omid Abrishambaf, Pedro Faria, Zita A. Vale

Proceedings of the 16th IEEE International Conference on Industrial Informatics, 2018

Clustering Support for an Aggregator in a Smart Grid Context.

Cátia Silva, Pedro Faria, Zita A. Vale

Proceedings of the Hybrid Intelligent Systems, 2018

Economic Impact of an Optimization-Based SCADA Model for an Office Building.

Mahsa Khorram, Pedro Faria, Omid Abrishambaf, Zita A. Vale

Proceedings of the Hybrid Intelligent Systems, 2018

Demand Response Implementation in an Optimization Based SCADA Model Under Real-Time Pricing Schemes.

Mahsa Khorram, Pedro Faria, Omid Abrishambaf, Zita A. Vale

Proceedings of the Distributed Computing and Artificial Intelligence, 2018

2017

Clustering optimization of distributed energy resources in support of an aggregator.

Joao Spinola, Ricardo Faia, Pedro Faria, Zita A. Vale

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Lighting consumption optimization using fish school search algorithm.

Pedro Faria, Ângelo Pinto, Zita A. Vale, Mahsa Khorram, Fernando Buarque de Lima Neto, Tiago Pinto

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Photovoltaic Inverter Scheduler with the Support of Storage Unit to Minimize Electricity Bill.

João Spínola, Pedro Faria, Zita A. Vale

Proceedings of the Trends in Cyber-Physical Multi-Agent Systems. The PAAMS Collection, 2017

Real-Time Emulation and Simulation System of Asynchronous Motor Consumption.

Filipe Sousa, João Spínola, Nuno Moreira, Pedro Faria, Zita A. Vale

Proceedings of the Trends in Cyber-Physical Multi-Agent Systems. The PAAMS Collection, 2017

Real-Time Implementation of Demand Response Programs Based on Open ADR Technology.

Omid Abrishambaf, Pedro Faria, Zita A. Vale

Proceedings of the Trends in Cyber-Physical Multi-Agent Systems. The PAAMS Collection, 2017

2016

Aggregation and Remuneration of Electricity Consumers and Producers for the Definition of Demand-Response Programs.

Pedro Faria, Joao Spinola, Zita A. Vale

IEEE Trans. Ind. Informatics, 2016

Aggregation validation approach for the management of resources in a smart grid.

Joao Spinola, Pedro Faria, Zita A. Vale

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Energy resource aggregator managing active consumer demand programs.

Joao Spinola, Pedro Faria, Zita A. Vale

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Digital Signatures Workflows in Alfresco.

Patrícia R. Sousa, Pedro Faria, Manuel Eduardo Correia, João S. Resende, Luis Antunes

Proceedings of the Electronic Government and the Information Systems Perspective, 2016

Application of a Home Energy Management System for Incentive-Based Demand Response Program Implementation.

Omid Abrishambaf, Mohammad Ali Fotouhi Ghazvini, Luis Gomes, Pedro Faria, Zita A. Vale, Juan M. Corchado

Proceedings of the 27th International Workshop on Database and Expert Systems Applications, 2016

2015

Economic Impact of Demand Response in the Scheduling of Distributed Energy Resources.

Joao Spinola, Pedro Faria, Zita A. Vale

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Quantum Particle Swarm Optimization Applied to Distinct Remuneration Approaches in Demand Response Programs.

Fabio Pereira, João P. Soares, Pedro Faria, Zita A. Vale

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Demand Response Shifting Management Applied to Distributed Generation and Pumping.

Diogo Boldt, Pedro Faria, Zita A. Vale

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

2014

Distributed, Agent-Based Intelligent System for Demand Response Program Simulation in Smart Grids.

Luis Gomes, Pedro Faria, Hugo Morais, Zita A. Vale, Carlos Ramos

IEEE Intell. Syst., 2014

Distributed intelligent management of microgrids using a multi-agent simulation platform.

Luis Gomes, Tiago Pinto, Pedro Faria, Zita A. Vale

Proceedings of the 2014 IEEE Symposium on Intelligent Agents, 2014

A new mismatch-insensitive 1.5-bit MDAC with unity feedback-factor and enhanced performance.

Nuno Pereira, João Goes, Marco Rodrigues, Pedro Faria

Proceedings of the 21st IEEE International Conference on Electronics, Circuits and Systems, 2014

A learning algorithm and system approach to address exceptional events in domestic consumption management.

Luis Gomes, Filipe Fernandes, Zita A. Vale, Pedro Faria, Carlos Ramos

Proceedings of the 2014 IEEE Symposium on Computational Intelligence Applications in Smart Grid, 2014

Quantum-based particle swarm optimization application to studies of aggregated consumption shifting and generation scheduling in smart grids.

Pedro Faria, João P. Soares, Zita A. Vale

Proceedings of the 2014 IEEE Symposium on Computational Intelligence Applications in Smart Grid, 2014

2013

Day-Ahead Resource Scheduling Including Demand Response for Electric Vehicles.

João P. Soares, Hugo Morais, Tiago Sousa, Zita A. Vale, Pedro Faria

IEEE Trans. Smart Grid, 2013

Modified Particle Swarm Optimization Applied to Integrated Demand Response and DG Resources Scheduling.

Pedro Faria, João P. Soares, Zita A. Vale, Hugo Morais, Tiago Sousa

IEEE Trans. Smart Grid, 2013

Demand Response Management in Power Systems Using Particle Swarm Optimization.

Pedro Faria, Zita A. Vale, João P. Soares, Judite Ferreira

IEEE Intell. Syst., 2013

Load control timescales simulation in a Multi-Agent Smart Grid Platform.

P. Oliveira, Luis Gomes, Tiago Pinto, Pedro Faria, Zita A. Vale, Hugo Morais

Proceedings of the 4th IEEE PES Innovative Smart Grid Technologies Europe, 2013

Real-time simulation of energy management in a domestic consumer.

Filipe Fernandes, Marco R. Silva, Pedro Faria, Zita A. Vale, Carlos Ramos, Hugo Morais

Proceedings of the 4th IEEE PES Innovative Smart Grid Technologies Europe, 2013

Demand response programs definition using demand price elasticity to define consumers aggregation for an improved remuneration structure.

Pedro Faria, Zita A. Vale

Proceedings of the 4th IEEE PES Innovative Smart Grid Technologies Europe, 2013

Dispatch of distributed energy resources to provide energy and reserve in smart grids using a particle swarm optimization approach.

Pedro Faria, Tiago Soares, Tiago Pinto, Tiago M. Sousa, João P. Soares, Zita A. Vale, Hugo Morais

Proceedings of the IEEE Symposium on Computational Intelligence Applications in Smart Grid, 2013

2012

Intelligent Energy Resource Management Considering Vehicle-to-Grid: A Simulated Annealing Approach.

Tiago Sousa, Hugo Morais, Zita A. Vale, Pedro Faria, João P. Soares

IEEE Trans. Smart Grid, 2012

Modeling Languages: metrics and assessing tools

Daniela Fonte, Ismael Vilas Boas, José Azevedo, José João Peixoto, Pedro Faria, Pedro Silva, Tiago Sá, Ulisses Araújo Costa, Daniela Carneiro da Cruz, Pedro Rangel Henriques

CoRR, 2012

Expert Judgment in Software Estimation During the Bid Phase of a Project - An Exploratory Survey.

Pedro Faria, Eduardo Miranda

Proceedings of the 2012 Joint Conference of the 22nd International Workshop on Software Measurement and the 2012 Seventh International Conference on Software Process and Product Measurement, 2012

Combined heat and power and consumption optimization in a SCADA-based system.

Filipe Fernandes, Hugo Morais, Pedro Faria, Zita A. Vale, Carlos Ramos

Proceedings of the 3rd IEEE PES Innovative Smart Grid Technologies Europe, 2012

Energy and reserve provision dispatch considering distributed generation and demand response.

Pedro Faria, Zita A. Vale, Tiago Soares, Hugo Morais

Proceedings of the 3rd IEEE PES Innovative Smart Grid Technologies Europe, 2012

2011

An optimal scheduling problem in distribution networks considering V2G.

João P. Soares, Tiago Sousa, Hugo Morais, Zita A. Vale, Pedro Faria

Proceedings of the IEEE Symposium on Computational Intelligence Applications In Smart Grid, 2011

Genetic algorithm methodology applied to intelligent house control.

Filipe Fernandes, Tiago Sousa, Marco R. Silva, Hugo Morais, Zita A. Vale, Pedro Faria

Proceedings of the IEEE Symposium on Computational Intelligence Applications In Smart Grid, 2011

Particle swarm optimization applied to integrated demand response resources scheduling.

Pedro Faria, Zita A. Vale, João P. Soares, Judite Ferreira

Proceedings of the IEEE Symposium on Computational Intelligence Applications In Smart Grid, 2011

2010

Intelligent SCADA for Load control.

Filipe Fernandes, Tiago Sousa, Pedro Faria, Marco R. Silva, Hugo Morais, Zita A. Vale

Proceedings of the IEEE International Conference on Systems, 2010

Demsi - A demand response simulator in the context of intensive use of distributed generation.

Pedro Faria, Zita A. Vale, Judite Ferreira

Proceedings of the IEEE International Conference on Systems, 2010

Comparison between Deterministic and Meta-heuristic Methods Applied to Ancillary Services Dispatch.

Zita A. Vale, Carlos Ramos, Pedro Faria, João P. Soares, Bruno Canizes, Joaquim Teixeira, Hussein M. Khodr

Proceedings of the Trends in Applied Intelligent Systems, 2010