selected publications
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academic article
- Hybrid optimisation and machine learning models for wind and solar data prediction. International Journal of Hybrid Intelligent Systems. 1-16. 2023
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book
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chapter
- Multi-objective Optimal Sizing of an AC/DC Grid Connected Microgrid System 2024
- A Hybrid Genetic Algorithm for Optimal Active Power Curtailment Considering Renewable Energy Generation. 479-494. 2023
- Solar Irradiation and Wind Speed Forecasting Based on Regression Machine Learning Models 2023
- Analyzing the MathE Platform Through Clustering Algorithms. 22nd International Conference on Computational Science and Its Applications , ICCSA 2022. 201-218. 2022
- Combined Optimization and Regression Machine Learning for Solar Irradiation and Wind Speed Forecasting 2022
- Collaborative Learning Platform Using Learning Optimized Algorithms. 281-293. 2021
- Optimal Energy Management of a Microgrid System 2021
- Optimal Sizing of a Hybrid Energy System Based on Renewable Energy Using Evolutionary Optimization Algorithms. 153-168. 2021
- Optimization Methods for Energy Management in a Microgrid System Considering Wind Uncertainty Data. 117-141. 2021
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conference paper
- A Statistical Estimation of Wind Data Generation in the Municipality of Bragança, Portugal.. 506-514. 2023
- A statistical estimation of wind data generation in the municipality of Bragança, Portugal. 506-514. 2023
- An improved GA-based approach for reduced non-discriminatory renewable energy curtailment. 27th International Conference on Electricity Distribution (CIRED). 4004-4008. 2023
- An innovative optimization approach for energy management of a microgrid system. 1-9. 2023
- Combined optimization and regression machine learning for solar Irradiation and wind speed forecasting 2023
- Optimal energy management of microgrid using multi-objective optimisation approach 2023
- Smart Microgrid Management: A Hybrid Optimisation Approach. Energy, Sustainability and Society. 2020
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thesis