Ricardo Faia

According to our database, Ricardo Faia authored at least 36 papers between 2015 and 2024.

Collaborative distances:

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

2024

A complete energy community dataset with photovoltaic generation, battery energy storage systems and electric vehicles (v1.5).

Ricardo Faia, Calvin Goncalves, Luis Gomes, Zita Vale

Dataset, May, 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

Demonstration of Simulation Tools for Electricity Markets considering Power Flow Analysis.

Bruno Veiga, Gabriel Santos, Tiago Pinto, Ricardo Faia, Carlos Ramos, Zita Vale

Dataset, February, 2023

A complete energy community dataset with photovoltaic generation, battery energy storage systems and electric vehicles.

Ricardo Faia, Calvin Goncalves, Luis Gomes, Zita Vale

Dataset, February, 2023

Prosumer Segmentation Strategies for Local Electricity Market Partaking by Monetary Reward.

Pratik Mochi, Kartik S. Pandya, Ricardo Faia, João P. Soares

IEEE Access, 2023

Energy Community Integration of a Smart Home Based on an Open Source Multiagent System.

Bruno Ribeiro, Ricardo Faia, Luis Gomes, Zita Vale

Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Cognitive Mimetics. The PAAMS Collection, 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

Study of Forecasting Methods' Impact in Wholesale Electricity Market Participation.

Brigida Teixeira, Ricardo Faia, Tiago Pinto, Zita Vale

Proceedings of the Distributed Computing and Artificial Intelligence, 2023

Federated Genetic Programming: A Study About the Effects of Non-IID and Federation Size.

Bruno Ribeiro, Luis Gomes, Ricardo Faia, Zita Vale

Proceedings of the Distributed Computing and Artificial Intelligence, 2023

2022

Automatic Configuration of Genetic Algorithm for the Optimization of Electricity Market Participation Using Sequential Model Algorithm Configuration.

Vitor Oliveira, Tiago Pinto, Ricardo Faia, Bruno Veiga, João P. Soares, Rubén Romero, Zita Vale

Proceedings of the Progress in Artificial Intelligence, 2022

A Sensitivity Analysis of PSO Parameters Solving the P2P Electricity Market Problem.

Miguel Vieira, Ricardo Faia, Fernando Lezama, Zita A. Vale

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021

Energy consumption and PV generation data of 50 prosumers and energy consumption of 40 electric vehicles - 15-minute resolution.

Ricardo Faia, João P. Soares, Mohammad Ali Fotouhi Ghazvini, John F. Franco, Zita Vale

Dataset, May, 2021

Optimal Model for Local Energy Community Scheduling Considering Peer to Peer Electricity Transactions.

Ricardo Faia, João P. Soares, Tiago Pinto, Fernando Lezama, Zita A. Vale, Juan M. Corchado

IEEE Access, 2021

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

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

2019

Multi-Agent-Based CBR Recommender System for Intelligent Energy Management in Buildings.

Tiago Pinto, Ricardo Faia, María Navarro-Cáceres, Gabriel Santos, Juan Manuel Corchado, Zita A. Vale

IEEE Syst. J., 2019

Hybrid approach based on particle swarm optimization for electricity markets participation.

Ricardo Faia, Tiago Pinto, Zita A. Vale, Juan Manuel Corchado

Energy Inform., 2019

Business models for flexibility of electric vehicles: evolutionary computation for a successful implementation.

Fernando Lezama, João P. Soares, Ricardo Faia, Zita A. Vale, Leonardo H. Macedo, Rubén Romero

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Hybrid-adaptive differential evolution with decay function (HyDE-DF) applied to the 100-digit challenge competition on single objective numerical optimization.

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

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Fair Remuneration of Energy Consumption Flexibility Using Shapley Value.

Ricardo Faia, Tiago Pinto, Zita A. Vale

Proceedings of the Progress in Artificial Intelligence, 2019

2018

Strategic Particle Swarm Inertia Selection for Electricity Markets Participation Portfolio Optimization.

Ricardo Faia, Tiago Pinto, Zita A. Vale, Juan M. Corchado

Appl. Artif. Intell., 2018

Genetic Algorithms for Portfolio Optimization with Weighted Sum Approach.

Ricardo Faia, Tiago Pinto, Zita A. Vale, Juan Manuel Corchado, João P. Soares, Fernando Lezama

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Optimizing Opponents Selection in Bilateral Contracts Negotiation with Particle Swarm.

Francisco Silva, Ricardo Faia, Tiago Pinto, Isabel Praça, Zita A. Vale

Proceedings of the Highlights of Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection, 2018

Differential Evolution Aplication in Portfolio optimization for Electricity Markets.

Ricardo Faia, Fernando Lezama, João P. Soares, Zita A. Vale, Tiago Pinto, Juan Manuel Corchado

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

A New Hybrid-Adaptive Differential Evolution for a Smart Grid Application Under Uncertainty.

Fernando Lezama, João P. Soares, Ricardo Faia, Tiago Pinto, Zita A. Vale

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 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

Hybrid particle swarm optimization of electricity market participation portfolio.

Ricardo Faia, Tiago Pinto, Zita A. Vale, Juan Manuel Corchado

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

Decision Support for Agents' Participation in Electricity Markets.

Ricardo Faia, Tiago Pinto, Zita A. Vale

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

Initial Solution Heuristic for Portfolio Optimization of Electricity Markets Participation.

Ricardo Faia, Tiago Pinto, Zita A. Vale

Proceedings of the Highlights of Practical Applications of Cyber-Physical Multi-Agent Systems, 2017

Automatic Selection of Optimization Algorithms for Energy Resource Scheduling using a Case-Based Reasoning System.

Ricardo Faia, Tiago Pinto, Tiago Sousa, Zita A. Vale, Juan Manuel Corchado

Proceedings of ICCBR 2017 Workshops (CAW, 2017

2016

Adaptive Portfolio Optimization for Multiple Electricity Markets Participation.

Tiago Pinto, Hugo Morais, Tiago M. Sousa, Tiago Sousa, Zita A. Vale, Isabel Praça, Ricardo Faia, Eduardo José Solteiro Pires

IEEE Trans. Neural Networks Learn. Syst., 2016

GA optimization technique for portfolio optimization of electricity market participation.

Ricardo Faia, Tiago Pinto, Zita A. Vale

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

Optimization of Electricity Markets Participation with Simulated Annealing.

Ricardo Faia, Tiago Pinto, Zita A. Vale

Proceedings of the Trends in Practical Applications of Scalable Multi-Agent Systems, 2016

Portfolio Optimization for Electricity Market Participation with NPSO-LRS.

Ricardo Faia, Tiago Pinto, Zita A. Vale

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

2015

Dynamic Fuzzy Estimation of Contracts Historic Information Using an Automatic Clustering Methodology.

Ricardo Faia, Tiago Pinto, Zita A. Vale

Proceedings of the Highlights of Practical Applications of Agents, Multi-Agent Systems, and Sustainability - The PAAMS Collection, 2015

Portfolio Optimization for Electricity Market Participation with Particle Swarm.

Ricardo Faia, Tiago Pinto, Zita A. Vale, E. J. Solteiro Pires

Proceedings of the 26th International Workshop on Database and Expert Systems Applications, 2015