Ricardo Faia

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 29

Top Topics

Portfolio Optimization

Electricity Markets

Top Venues

PAAMS (Workshops)

GECCO (Companion)

Publications

Brigida Teixeira, Ricardo Faia, Tiago Pinto, Zita Vale
Study of Forecasting Methods' Impact in Wholesale Electricity Market Participation. DCAI (2) (2023)
Pratik Mochi, Kartik S. Pandya, Ricardo Faia, João P. Soares
Prosumer Segmentation Strategies for Local Electricity Market Partaking by Monetary Reward. IEEE Access 11 (2023)
Bruno Ribeiro, Luis Gomes, Ricardo Faia, Zita Vale
Federated Genetic Programming: A Study About the Effects of Non-IID and Federation Size. DCAI (1) (2023)
Ricardo Faia, Pedro Faria, Zita Vale
Optimizing House Energy Management with MILP Considering Shifting of Electric Appliances and Battery Storage System. ISGT EUROPE (2023)
Bruno Ribeiro, Ricardo Faia, Luis Gomes, Zita Vale
Energy Community Integration of a Smart Home Based on an Open Source Multiagent System. PAAMS (2023)
Miguel Vieira, Ricardo Faia, Fernando Lezama, Zita A. Vale
A Sensitivity Analysis of PSO Parameters Solving the P2P Electricity Market Problem. CEC (2022)
Vitor Oliveira, Tiago Pinto, Ricardo Faia, Bruno Veiga, Joao Soares, Rubén Romero, Zita Vale
Automatic Configuration of Genetic Algorithm for the Optimization of Electricity Market Participation Using Sequential Model Algorithm Configuration. EPIA (2022)
Ricardo Faia, João P. Soares, Tiago Pinto, Fernando Lezama, Zita A. Vale, Juan M. Corchado
Optimal Model for Local Energy Community Scheduling Considering Peer to Peer Electricity Transactions. IEEE Access 9 (2021)
Ricardo Faia, Bruno Canizes, Pedro Faria, Zita A. Vale, José M. Terras, Luís V. Cunha
Optimal Distribution Grid Operation Using Demand Response. ISGT-Europe (2020)
Fernando Lezama, Ricardo Faia, João P. Soares, Pedro Faria, Zita A. Vale
Learning Bidding Strategies in Local Electricity Markets using Ant Colony optimization. CEC (2020)
Ricardo Faia, Tiago Pinto, Zita A. Vale
Fair Remuneration of Energy Consumption Flexibility Using Shapley Value. EPIA (1) (2019)
Fernando Lezama, João P. Soares, Ricardo Faia, Zita A. Vale, Leonardo H. Macedo, Rubén A. Romero
Business models for flexibility of electric vehicles: evolutionary computation for a successful implementation. GECCO (Companion) (2019)
Tiago Pinto, Ricardo Faia, María Navarro-Cáceres, Gabriel Santos, Juan Manuel Corchado, Zita A. Vale
Multi-Agent-Based CBR Recommender System for Intelligent Energy Management in Buildings. IEEE Syst. J. 13 (1) (2019)
Fernando Lezama, João P. Soares, Ricardo Faia, Zita A. Vale
Hybrid-adaptive differential evolution with decay function (HyDE-DF) applied to the 100-digit challenge competition on single objective numerical optimization. GECCO (Companion) (2019)
Ricardo Faia, Tiago Pinto, Zita A. Vale, Juan Manuel Corchado
Hybrid approach based on particle swarm optimization for electricity markets participation. Energy Inform. 2 (1) (2019)
Ricardo Faia, Tiago Pinto, Zita A. Vale, Juan M. Corchado
Strategic Particle Swarm Inertia Selection for Electricity Markets Participation Portfolio Optimization. Appl. Artif. Intell. 32 (7-8) (2018)
Francisco Silva, Ricardo Faia, Tiago Pinto, Isabel Praça, Zita A. Vale
Optimizing Opponents Selection in Bilateral Contracts Negotiation with Particle Swarm. PAAMS (Workshops) (2018)
Ricardo Faia, Tiago Pinto, Zita A. Vale, Juan Manuel Corchado, João P. Soares, Fernando Lezama
Genetic Algorithms for Portfolio Optimization with Weighted Sum Approach. SSCI (2018)
Fernando Lezama, João P. Soares, Ricardo Faia, Tiago Pinto, Zita A. Vale
A New Hybrid-Adaptive Differential Evolution for a Smart Grid Application Under Uncertainty. CEC (2018)
Ricardo Faia, Fernando Lezama, João P. Soares, Zita A. Vale, Tiago Pinto, Juan Manuel Corchado
Differential Evolution Aplication in Portfolio optimization for Electricity Markets. IJCNN (2018)
Ricardo Faia, Tiago Pinto, Tiago Sousa, Zita A. Vale, Juan Manuel Corchado
Automatic Selection of Optimization Algorithms for Energy Resource Scheduling using a Case-Based Reasoning System. ICCBR (Workshops) (2017)
Ricardo Faia, Tiago Pinto, Zita A. Vale
Decision Support for Agents' Participation in Electricity Markets. PAAMS (Special Sessions) (2017)
Joao Spinola, Ricardo Faia, Pedro Faria, Zita A. Vale
Clustering optimization of distributed energy resources in support of an aggregator. SSCI (2017)
Ricardo Faia, Tiago Pinto, Zita A. Vale
Initial Solution Heuristic for Portfolio Optimization of Electricity Markets Participation. PAAMS (Workshops) (2017)
Ricardo Faia, Tiago Pinto, Zita A. Vale, Juan Manuel Corchado
Hybrid particle swarm optimization of electricity market participation portfolio. SSCI (2017)
Ricardo Faia, Tiago Pinto, Zita A. Vale
GA optimization technique for portfolio optimization of electricity market participation. SSCI (2016)
Ricardo Faia, Tiago Pinto, Zita A. Vale
Optimization of Electricity Markets Participation with Simulated Annealing. PAAMS (Special Sessions) (2016)
Ricardo Faia, Tiago Pinto, Zita A. Vale
Portfolio Optimization for Electricity Market Participation with NPSO-LRS. DEXA Workshops (2016)
Tiago Pinto, Hugo Morais, Tiago M. Sousa, Tiago Sousa, Zita A. Vale, Isabel Praça, Ricardo Faia, Eduardo José Solteiro Pires
Adaptive Portfolio Optimization for Multiple Electricity Markets Participation. IEEE Trans. Neural Networks Learn. Syst. 27 (8) (2016)
Ricardo Faia, Tiago Pinto, Zita A. Vale, E. J. Solteiro Pires
Portfolio Optimization for Electricity Market Participation with Particle Swarm. DEXA Workshops (2015)
Ricardo Faia, Tiago Pinto, Zita A. Vale
Dynamic Fuzzy Estimation of Contracts Historic Information Using an Automatic Clustering Methodology. PAAMS (Workshops) (2015)