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Ricardo Faia
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Journal Articles
- 2023
- [j6]Pratik Mochi
, Kartik S. Pandya
, Ricardo Faia
, João P. Soares
:
Prosumer Segmentation Strategies for Local Electricity Market Partaking by Monetary Reward. IEEE Access 11: 62879-62891 (2023) - 2021
- [j5]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: 12420-12430 (2021) - 2019
- [j4]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) - [j3]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): 1084-1095 (2019) - 2018
- [j2]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): 745-767 (2018) - 2016
- [j1]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): 1720-1733 (2016)
Conference and Workshop Papers
- 2023
- [c25]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: 193-202 - [c24]Brigida Teixeira
, Ricardo Faia
, Tiago Pinto
, Zita Vale
:
Study of Forecasting Methods' Impact in Wholesale Electricity Market Participation. DCAI (2) 2023: 267-276 - [c23]Ricardo Faia, Pedro Faria, Zita Vale:
Optimizing House Energy Management with MILP Considering Shifting of Electric Appliances and Battery Storage System. ISGT EUROPE 2023: 1-5 - [c22]Bruno Ribeiro
, Ricardo Faia
, Luis Gomes
, Zita Vale
:
Energy Community Integration of a Smart Home Based on an Open Source Multiagent System. PAAMS 2023: 415-421 - 2022
- [c21]Miguel Vieira, Ricardo Faia
, Fernando Lezama
, Zita A. Vale
:
A Sensitivity Analysis of PSO Parameters Solving the P2P Electricity Market Problem. CEC 2022: 1-7 - [c20]Vitor Oliveira, Tiago Pinto
, Ricardo Faia
, Bruno Veiga, João P. Soares, Rubén Romero
, Zita Vale
:
Automatic Configuration of Genetic Algorithm for the Optimization of Electricity Market Participation Using Sequential Model Algorithm Configuration. EPIA 2022: 245-257 - 2020
- [c19]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: 1-8 - [c18]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: 1221-1225 - 2019
- [c17]Ricardo Faia
, Tiago Pinto
, Zita A. Vale
:
Fair Remuneration of Energy Consumption Flexibility Using Shapley Value. EPIA (1) 2019: 532-544 - [c16]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: 7-8 - [c15]Fernando Lezama
, João P. Soares
, Ricardo Faia
, Zita A. Vale
, Leonardo H. Macedo
, Rubén Romero
:
Business models for flexibility of electric vehicles: evolutionary computation for a successful implementation. GECCO (Companion) 2019: 1873-1878 - 2018
- [c14]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: 1-8 - [c13]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: 1-8 - [c12]Francisco Silva, Ricardo Faia
, Tiago Pinto
, Isabel Praça
, Zita A. Vale
:
Optimizing Opponents Selection in Bilateral Contracts Negotiation with Particle Swarm. PAAMS (Workshops) 2018: 116-124 - [c11]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: 1823-1829 - 2017
- [c10]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: 117-126 - [c9]Ricardo Faia
, Tiago Pinto
, Zita A. Vale
:
Initial Solution Heuristic for Portfolio Optimization of Electricity Markets Participation. PAAMS (Workshops) 2017: 130-142 - [c8]Ricardo Faia
, Tiago Pinto
, Zita A. Vale
:
Decision Support for Agents' Participation in Electricity Markets. PAAMS (Special Sessions) 2017: 302-304 - [c7]Ricardo Faia
, Tiago Pinto
, Zita A. Vale
, Juan Manuel Corchado
:
Hybrid particle swarm optimization of electricity market participation portfolio. SSCI 2017: 1-8 - [c6]Joao Spinola, Ricardo Faia
, Pedro Faria, Zita A. Vale
:
Clustering optimization of distributed energy resources in support of an aggregator. SSCI 2017: 1-6 - 2016
- [c5]Ricardo Faia
, Tiago Pinto
, Zita A. Vale
:
Portfolio Optimization for Electricity Market Participation with NPSO-LRS. DEXA Workshops 2016: 148-152 - [c4]Ricardo Faia
, Tiago Pinto
, Zita A. Vale
:
Optimization of Electricity Markets Participation with Simulated Annealing. PAAMS (Special Sessions) 2016: 27-39 - [c3]Ricardo Faia
, Tiago Pinto
, Zita A. Vale
:
GA optimization technique for portfolio optimization of electricity market participation. SSCI 2016: 1-7 - 2015
- [c2]Ricardo Faia
, Tiago Pinto
, Zita A. Vale
, E. J. Solteiro Pires
:
Portfolio Optimization for Electricity Market Participation with Particle Swarm. DEXA Workshops 2015: 62-67 - [c1]Ricardo Faia
, Tiago Pinto
, Zita A. Vale
:
Dynamic Fuzzy Estimation of Contracts Historic Information Using an Automatic Clustering Methodology. PAAMS (Workshops) 2015: 270-282
Data and Artifacts
- 2024
- [d4]Ricardo Faia
, Calvin Goncalves
, Luis Gomes
, Zita Vale
:
A complete energy community dataset with photovoltaic generation, battery energy storage systems and electric vehicles (v1.5). Version 1.5. Zenodo, 2024 [all versions] - 2023
- [d3]Ricardo Faia
, Calvin Goncalves
, Luis Gomes
, Zita Vale
:
A complete energy community dataset with photovoltaic generation, battery energy storage systems and electric vehicles. Version 1.0. Zenodo, 2023 [all versions] - [d2]Bruno Veiga, Gabriel Santos
, Tiago Pinto
, Ricardo Faia
, Carlos Ramos
, Zita Vale
:
Demonstration of Simulation Tools for Electricity Markets considering Power Flow Analysis. Zenodo, 2023 - 2021
- [d1]Ricardo Faia
, João P. Soares
, Mohammad Ali Fotouhi Ghazvini
, John F. Franco
, Zita Vale
:
Energy consumption and PV generation data of 50 prosumers and energy consumption of 40 electric vehicles - 15-minute resolution. Zenodo, 2021
Coauthor Index
aka: Zita Vale
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