Pedro Faria

92 papers A 1B 3C 6Misc 3Journal 19Unranked 59
YearRankTypeTitle / Venue / Authors
2026 J jnl
Innovative defense strategies: Fusion deep learning approach to counter false data injection attacks in power systems.
Reliab. Eng. Syst. Saf.
Hamed Moayyed, Arash Moradzadeh, Hussein Hassan Abdeltawab, Behnam Mohammadi-Ivatloo, Pedro Faria, S. M. Muyeen, Zita Vale
2025 J jnl
Machine overstrain prediction for early detection and effective maintenance: A machine learning algorithm comparison.
Log. J. IGPL
Bruno Mota, Pedro Faria, Carlos Ramos
2025 — conf
Reinforcement Learning for Real-Time Price Prediction in Energy Systems.
EPIA (2)
David Araújo, Gabriel Santos, Brigida Teixeira, Pedro Faria, Zita Vale
2025 J jnl
Review of manufacturing integration between production, maintenance and quality artificial intelligence systems.
J. Ind. Inf. Integr.
Bruno Mota, Pedro Faria, Carlos Ramos, Zita Vale
2024 — conf
A Smart Contract-Based Peer-to-Peer Energy Trading System.
BLOCKCHAIN
Mahmoud Abbasi, Pedro Faria, Luis Gomes, Javier Prieto, Zita Vale
2024 — conf
Automated Machine Learning and Explainable Artificial Intelligence in Predictive Maintenance: An MLJAR Framework Review.
DCAI (1)
Bruno Mota, Pedro Faria, Carlos Ramos
2024 — conf
Decision System in a Building to Coordinate the Energy Forecasting Tasks.
DCAI (1)
Daniel Ramos, Pedro Faria, Zita Vale
2024 — conf
Explainable Artificial Intelligence Applied to Predictive Maintenance: Comparison of Post-Hoc Explainability Techniques.
xAI (4)
Bruno Mota, Pedro Faria, Juan M. Corchado, Carlos Ramos
2024 — conf
Production Scheduling for Energy Cost Optimization with Constraints: Comparison of Genetic Algorithm and PSO Techniques.
SOCO (1)
Bruno Mota, Pedro Faria, Carlos Ramos
2024 C conf
Virtual Power Plant Optimization Service - Benchmark of Solvers.
FedCSIS
Filipe Alves, Rui Ribeiro, Maria Petiz, Ali Abbasi, Pedro Carvalho, Ricardo Faia, Pedro Faria, Zita Vale, Ricardo Rodrigues
2023 — conf
Comparison of Inputs Correlation and Explainable Artificial Intelligence Recommendations for Neural Networks Forecasting Electricity Consumption.
EI.A (2)
Daniel Ramos, Pedro Faria, Zita Vale
2023 — conf
Computational Approaches for Green Computing of Energy Consumption Forecasting on Non-working Periods in an Office Building.
EI.A (2)
Daniel Ramos, Pedro Faria, Luis Gomes, Zita Vale
2023 — conf
Demand Response-based Energy Management Model for Energy Communities considering Data Privacy of the Members.
ISGT EUROPE
Rúben Barreto, Luis Gomes, Pedro Faria, Zita Vale
2023 — conf
Explainable Artificial Intelligence for Definition of Inputs in Neural Networks and K-nearest Neighbors Forecasting of Electricity Consumption.
ISGT EUROPE
Daniel Ramos, Pedro Faria, Zita Vale
2023 — conf
Exploring Dataset Patterns for New Demand Response Participants Classification.
DCAI (1)
Cátia Silva, Pedro Campos, Pedro Faria, Zita Vale
2023 J jnl
Fair Management of Vehicle-to-Grid and Demand Response Programs in Local Energy Communities.
IEEE Access
Cátia Silva, Pedro Faria, Rúben Barreto, Zita Vale
2023 J jnl
Joint Production and Maintenance Scheduling for Total Cost and Machine Overload Reduction in Manufacturing: A Genetic Algorithm Approach.
IEEE Access
Bruno Mota, Pedro Faria, Carlos Ramos
2023 — conf
Local Energy Market Competition Approach for Demand Response Events.
ISGT EUROPE
Cátia Silva, Pedro Faria, Zita Vale
2023 — conf
Machine Learning Applied to Industrial Machines for an Efficient Maintenance Strategy: A Predictive Maintenance Approach.
EI.A
Bruno Mota, Pedro Faria, Carlos Ramos
2023 — conf
Optimizing House Energy Management with MILP Considering Shifting of Electric Appliances and Battery Storage System.
ISGT EUROPE
Ricardo Faia, Pedro Faria, Zita Vale
2023 — conf
Production Scheduling for Total Energy Cost and Machine Longevity Optimization Through a Genetic Algorithm.
EPIA (2)
Bruno Mota, Daniel Ramos, Pedro Faria, Carlos Ramos
2022 J jnl
A Contextual Reinforcement Learning Approach for Electricity Consumption Forecasting in Buildings.
IEEE Access
Daniel Ramos, Pedro Faria, Luis Gomes, Zita A. Vale
2022 Misc conf
A Learning Approach to Improve the Selection of Forecasting Algorithms in an Office Building in Different Contexts.
EPIA
Daniel Ramos, Pedro Faria, Luis Gomes, Pedro Campos, Zita A. Vale
2022 — conf
CPU Computation Influence on Energy Consumption Forecasting Activities of a Building.
SOCO
Daniel Ramos, Pedro Faria, Luis Gomes, Zita A. Vale
2022 — conf
DR Participants' Actual Response Prediction Using Artificial Neural Networks.
SOCO
Cátia Silva, Pedro Faria, Zita A. Vale
2022 J jnl
Demand Response Contextual Remuneration of Prosumers with Distributed Storage.
Sensors
Cátia Silva, Pedro Faria, Bruno Ribeiro, Luis Gomes, Zita Vale
2022 — conf
Optimal Strategy of Energy Aggregators in the Energy and Regulation markets: Chance-Constrained Approach.
ISGT-Europe
Meysam Khojasteh, Pedro Faria, Fernando Lezama, Zita Vale
2022 — conf
Predictive Maintenance for Maintenance-Effective Manufacturing Using Machine Learning Approaches.
SOCO
Bruno Mota, Pedro Faria, Carlos Ramos
2022 — conf
Real-Time Approach for Managing Power Network by Shifting Electricity Consumers Demand.
ISGT-Europe
Cátia Silva, Pedro Faria, Bruno Canizes, Zita Vale
2021 J jnl
A methodology for energy key performance indicators analysis.
Energy Inform.
Pedro Faria, Fernando Lezama, Zita A. Vale, Mahsa Khorram
2021 — conf
Consumers Minimum Rate for Participation in Demand Response Events Under Uncertainty.
ISGT-Europe
Cátia Silva, Pedro Faria, Zita A. Vale
2021 — conf
Managing Smart City Power Network by Shifting Electricity Consumers Demand.
SSCT
Cátia Silva, Pedro Faria, Zita A. Vale
2021 Misc conf
PV Generation Forecasting Model for Energy Management in Buildings.
EPIA
Brigida Teixeira, Tiago Pinto, Pedro Faria, Zita A. Vale
2021 J jnl
Web-based platform for the management of citizen energy communities and their members.
Energy Inform.
Helder Pereira, Luis Gomes, Pedro Faria, Zita A. Vale, Carlos Coelho
2020 J jnl
Consumption Optimization in an Office Building Considering Flexible Loads and User Comfort.
Sensors
Mahsa Khorram, Pedro Faria, Omid Abrishambaf, Zita A. Vale
2020 — conf
Energy Consumption Management in Buildings in the Context of Voluntary and Mandatory Demand Response Programs in Smart Grids.
ISGT-Europe
Mahsa Khorram, Modar Zheiry, Pedro Faria, Zita A. Vale
2020 B conf
Learning Bidding Strategies in Local Electricity Markets using Ant Colony optimization.
CEC
Fernando Lezama, Ricardo Faia, João P. Soares, Pedro Faria, Zita A. Vale
2020 A conf
MARTINE: Multi-Agent based Real-Time INfrastructure for Energy.
AAMAS
Tiago Pinto, Luis Gomes, Pedro Faria, Filipe Sousa, Zita A. Vale
2020 — conf
Optimal Distribution Grid Operation Using Demand Response.
ISGT-Europe
Ricardo Faia, Bruno Canizes, Pedro Faria, Zita A. Vale, José M. Terras, Luís V. Cunha
2020 — conf
Scheduling of Battery Energy Storage and Demand Response Resource in Balancing Ancillary Service.
ISGT-Europe
Meysam Khojasteh, Pedro Faria, Zita A. Vale
2020 J jnl
Use of Sensors and Analyzers Data for Load Forecasting: A Two Stage Approach.
Sensors
Daniel Ramos, Brigida Teixeira, Pedro Faria, Luis Gomes, Omid Abrishambaf, Zita A. Vale
2019 — conf
Demonstration of an Energy Consumption Forecasting System for Energy Management in Buildings.
EPIA (1)
Aria Jozi, Daniel Ramos, Luis Gomes, Pedro Faria, Tiago Pinto, Zita A. Vale
2019 — ed.
Distributed Computing and Artificial Intelligence, 15th International Conference, DCAI 2018, Toledo, Spain, 20-22 June 2018, Special Sessions I.
DCAI (Special Sessions)
Sara Rodríguez, Javier Prieto, Pedro Faria, Slawomir Klos, Alberto Fernández, Santiago Mazuelas, María Dolores Jiménez-López, María N. Moreno, Elena Maria Navarro Martínez
2019 — conf
Lighting Consumption Optimization in a SCADA Model of Office Building Considering User Comfort Level.
DCAI (Special Sessions)
Mahsa Khorram, Pedro Faria, Zita A. Vale
2019 — conf
Study of Multi-Tariff Influence on the Distributed Generation Remuneration.
DCAI (Special Sessions)
Cátia Silva, Pedro Faria, Zita A. Vale
2018 J jnl
Application of an optimization-based curtailment service provider in real-time simulation.
Energy Inform.
Omid Abrishambaf, Pedro Faria, Zita A. Vale
2018 — conf
Assessment of Distributed Generation Units Remuneration Using Different Clustering Methods for Aggregation.
SmartGridComm
Cátia Silva, Pedro Faria, Zita A. Vale
2018 C conf
Clustering Support for an Aggregator in a Smart Grid Context.
HIS
Cátia Silva, Pedro Faria, Zita A. Vale
2018 — conf
Clustering-based negotiation profiles definition for local energy transactions.
SmartGridComm
Ângelo Pinto, Tiago Pinto, Isabel Praça, Zita A. Vale, Pedro Faria
2018 — conf
Consumption Optimization of an Office Building using Different Approaches.
SSCI
Mahsa Khorram, Pedro Faria, Omid Abrishambaf, Zita A. Vale
2018 — conf
Demand Response Implementation in an Optimization Based SCADA Model Under Real-Time Pricing Schemes.
DCAI (Special Sessions)
Mahsa Khorram, Pedro Faria, Omid Abrishambaf, Zita A. Vale
2018 — conf
Discussing Different Clustering Methods for the Aggregation of Demand Response and Distributed Generation.
SSCI
Cátia Silva, Pedro Faria, Zita A. Vale
2018 Misc ed.
Distributed Computing and Artificial Intelligence, 14th International Conference, DCAI 2017, Porto, Portugal, 21-23 June, 2017
DCAI
Sigeru Omatu, Sara Rodríguez, Gabriel Villarrubia, Pedro Faria, Pawel Sitek, Javier Prieto
2018 — conf
Distributed Generation with Improved Remuneration.
SSCI
Cátia Silva, Pedro Faria, Zita A. Vale
2018 C conf
Economic Impact of an Optimization-Based SCADA Model for an Office Building.
HIS
Mahsa Khorram, Pedro Faria, Omid Abrishambaf, Zita A. Vale
2018 C conf
Electric Water Heater Modelling for Direct Load Control Demand Response.
INDIN
Md Tofael Ahmed, Pedro Faria, Omid Abrishambaf, Zita A. Vale
2018 — conf
Financial Benefit Analysis of an Electric Water Heater with Direct Load Control in Demand Response.
SmartGridComm
Md Tofael Ahmed, Pedro Faria, Zita A. Vale
2018 J jnl
Office building participation in demand response programs supported by intelligent lighting management.
Energy Inform.
Mahsa Khorram, Omid Abrishambaf, Pedro Faria, Zita A. Vale
2018 C conf
SCADA Office Building Implementation in the Context of an Aggregator.
INDIN
Omid Abrishambaf, Pedro Faria, Zita A. Vale
2018 C conf
optimization-Based Home Energy Management System Under Different Electricity Pricing Schemes.
INDIN
Mahsa Khorram, Pedro Faria, Zita A. Vale
2017 — conf
Clustering optimization of distributed energy resources in support of an aggregator.
SSCI
Joao Spinola, Ricardo Faia, Pedro Faria, Zita A. Vale
2017 — conf
Lighting consumption optimization using fish school search algorithm.
SSCI
Pedro Faria, Ângelo Pinto, Zita A. Vale, Mahsa Khorram, Fernando Buarque de Lima Neto, Tiago Pinto
2017 — conf
Photovoltaic Inverter Scheduler with the Support of Storage Unit to Minimize Electricity Bill.
PAAMS (Special Sessions)
João Spínola, Pedro Faria, Zita A. Vale
2017 — conf
Real-Time Emulation and Simulation System of Asynchronous Motor Consumption.
PAAMS (Special Sessions)
Filipe Sousa, João Spínola, Nuno Moreira, Pedro Faria, Zita A. Vale
2017 — conf
Real-Time Implementation of Demand Response Programs Based on Open ADR Technology.
PAAMS (Special Sessions)
Omid Abrishambaf, Pedro Faria, Zita A. Vale
2016 J jnl
Aggregation and Remuneration of Electricity Consumers and Producers for the Definition of Demand-Response Programs.
IEEE Trans. Ind. Informatics
Pedro Faria, Joao Spinola, Zita A. Vale
2016 — conf
Aggregation validation approach for the management of resources in a smart grid.
SSCI
Joao Spinola, Pedro Faria, Zita A. Vale
2016 — conf
Application of a Home Energy Management System for Incentive-Based Demand Response Program Implementation.
DEXA Workshops
Omid Abrishambaf, Mohammad Ali Fotouhi Ghazvini, Luis Gomes, Pedro Faria, Zita A. Vale, Juan M. Corchado
2016 — conf
Energy resource aggregator managing active consumer demand programs.
SSCI
Joao Spinola, Pedro Faria, Zita A. Vale
2015 — conf
Demand Response Shifting Management Applied to Distributed Generation and Pumping.
SSCI
Diogo Boldt, Pedro Faria, Zita A. Vale
2015 — conf
Economic Impact of Demand Response in the Scheduling of Distributed Energy Resources.
SSCI
Joao Spinola, Pedro Faria, Zita A. Vale
2015 — conf
Quantum Particle Swarm Optimization Applied to Distinct Remuneration Approaches in Demand Response Programs.
SSCI
Fabio Pereira, João P. Soares, Pedro Faria, Zita A. Vale
2014 — conf
A learning algorithm and system approach to address exceptional events in domestic consumption management.
CIASG
Luis Gomes, Filipe Fernandes, Zita A. Vale, Pedro Faria, Carlos Ramos
2014 — conf
Distributed intelligent management of microgrids using a multi-agent simulation platform.
IEEE IA
Luis Gomes, Tiago Pinto, Pedro Faria, Zita A. Vale
2014 J jnl
Distributed, Agent-Based Intelligent System for Demand Response Program Simulation in Smart Grids.
IEEE Intell. Syst.
Luis Gomes, Pedro Faria, Hugo Morais, Zita A. Vale, Carlos Ramos
2014 — conf
Quantum-based particle swarm optimization application to studies of aggregated consumption shifting and generation scheduling in smart grids.
CIASG
Pedro Faria, João P. Soares, Zita A. Vale
2013 J jnl
Day-Ahead Resource Scheduling Including Demand Response for Electric Vehicles.
IEEE Trans. Smart Grid
João P. Soares, Hugo Morais, Tiago Sousa, Zita A. Vale, Pedro Faria
2013 J jnl
Demand Response Management in Power Systems Using Particle Swarm Optimization.
IEEE Intell. Syst.
Pedro Faria, Zita A. Vale, João P. Soares, Judite Ferreira
2013 — conf
Demand response programs definition using demand price elasticity to define consumers aggregation for an improved remuneration structure.
ISGT Europe
Pedro Faria, Zita A. Vale
2013 — conf
Dispatch of distributed energy resources to provide energy and reserve in smart grids using a particle swarm optimization approach.
CIASG
Pedro Faria, Tiago Soares, Tiago Pinto, Tiago M. Sousa, João P. Soares, Zita A. Vale, Hugo Morais
2013 — conf
Load control timescales simulation in a Multi-Agent Smart Grid Platform.
ISGT Europe
P. Oliveira, Luis Gomes, Tiago Pinto, Pedro Faria, Zita A. Vale, Hugo Morais
2013 J jnl
Modified Particle Swarm Optimization Applied to Integrated Demand Response and DG Resources Scheduling.
IEEE Trans. Smart Grid
Pedro Faria, João P. Soares, Zita A. Vale, Hugo Morais, Tiago Sousa
2013 — conf
Real-time simulation of energy management in a domestic consumer.
ISGT Europe
Filipe Fernandes, Marco R. Silva, Pedro Faria, Zita A. Vale, Carlos Ramos, Hugo Morais
2012 — conf
Combined heat and power and consumption optimization in a SCADA-based system.
ISGT Europe
Filipe Fernandes, Hugo Morais, Pedro Faria, Zita A. Vale, Carlos Ramos
2012 — conf
Energy and reserve provision dispatch considering distributed generation and demand response.
ISGT Europe
Pedro Faria, Zita A. Vale, Tiago Soares, Hugo Morais
2012 J jnl
Intelligent Energy Resource Management Considering Vehicle-to-Grid: A Simulated Annealing Approach.
IEEE Trans. Smart Grid
Tiago Sousa, Hugo Morais, Zita A. Vale, Pedro Faria, João P. Soares
2011 — conf
An optimal scheduling problem in distribution networks considering V2G.
CIASG
João P. Soares, Tiago Sousa, Hugo Morais, Zita A. Vale, Pedro Faria
2011 — conf
Genetic algorithm methodology applied to intelligent house control.
CIASG
Filipe Fernandes, Tiago Sousa, Marco R. Silva, Hugo Morais, Zita A. Vale, Pedro Faria
2011 — conf
Particle swarm optimization applied to integrated demand response resources scheduling.
CIASG
Pedro Faria, Zita A. Vale, João P. Soares, Judite Ferreira
2010 — conf
Comparison between Deterministic and Meta-heuristic Methods Applied to Ancillary Services Dispatch.
IEA/AIE (1)
Zita A. Vale, Carlos Ramos, Pedro Faria, João P. Soares, Bruno Canizes, Joaquim Teixeira, Hussein M. Khodr
2010 B conf
Demsi - A demand response simulator in the context of intensive use of distributed generation.
SMC
Pedro Faria, Zita A. Vale, Judite Ferreira
2010 B conf
Intelligent SCADA for Load control.
SMC
Filipe Fernandes, Tiago Sousa, Pedro Faria, Marco R. Silva, Hugo Morais, Zita A. Vale