Pedro Miguel Rocha Bento

Pedro Bento

Former IT academic position:	External Author
Joining/Leaving IT dates:	01-09-2017 / 01-04-2026
Roles held in IT:	PhD Student
Former IT thematic line:	Basic Sciences and Enabling Technologies
Group:	Power Systems - Cv

https://www.orcid.org/0000-0002-9102-7086

http://www.cienciavitae.pt/B710-056A-063F

By Authors | By Institutions

Scientific Achievements

Degrees

MSc, Universidade da Beira Interior, 28-07-2017

Expertise Topics

Power Systems
Forecasting
Intelligence Algorithms

Publications

13Papers in Journals

P.M.R. Bento, J. Pombo, H.G.G. Nunes, M.R.A. Calado, S.J.P.S. Mariano, Surrogate-Assisted Slime Mould Algorithm Considering a Dual-Based Merit Criterion for Global Database Management, Algorithms, Vol. 19, No. 4, pp. 265 - 265, April, 2026,
| Abstract | BibTex
P.M.R. Bento, S.J.P.S. Mariano, J. Pombo, M.R.A. Calado, Large-scale penetration of renewables in the Iberian power system: Evolution, challenges and flexibility options, Renewable and Sustainable Energy Reviews, Vol. 204, No., pp. 114794 - 114794, October, 2024 | BibTex
B. Magalhães, P.M.R. Bento, J. Pombo, M.R.A. Calado, S.J.P.S. Mariano, Short-Term Load Forecasting Based on Optimized Random Forest and Optimal Feature Selection, Energies, Vol. 17, No. 8, pp. 1926 - 1926, April, 2024,
| Abstract | BibTex
P.M.R. Bento, S.J.P.S. Mariano, P. M. S. C. Carvalho, M.R.A. Calado, J. Pombo, Soaring electricity prices in the day-ahead Iberian market: policy insights, regulatory challenges and lack of system flexibility, International Journal of Energy Sector Management, Vol. 18, No. 2, pp. 312 - 333, February, 2024,
| Abstract | Full text (PDF 2 MBs) | BibTex
P.M.R. Bento, S.J.P.S. Mariano, J. Pombo, M.R.A. Calado, Impacts of the COVID-19 pandemic on electric energy load and pricing in the Iberian electricity market, Energy Reports, Vol. 7, No. 0, pp. 4833 - 4849, November, 2021 | Full text (PDF 2 MBs) | BibTex
P.M.R. Bento, J. Pombo, M.R.A. Calado, S.J.P.S. Mariano, Stacking Ensemble Methodology Using Deep Learning and ARIMA Models for Short-Term Load Forecasting, Energies, Vol. 14, No. 21, pp. 7378 - 7378, November, 2021 | BibTex
P.M.R. Bento, J. Pombo, M.R.A. Calado, S.J.P.S. Mariano, Ocean wave power forecasting using convolutional neural networks, IET Renewable Power Generation, Vol. 15, No. 14, pp. 3341 - 3353, August, 2021,
| Abstract | BibTex
P.M.R. Bento, S.J.P.S. Mariano, M.R.A. Calado, L. Ferreira, A Novel Lagrangian Multiplier Update Algorithm for Short-Term Hydro-Thermal Coordination, Energies, Vol. 13, No. 24, pp. 6621 - 6621, December, 2020 | BibTex
P.M.R. Bento, J. Pombo, R. Mendes, M.R.A. Calado, S.J.P.S. Mariano, Ocean wave energy forecasting using optimised deep learning neural networks, Ocean Engineering, Vol. 219, No. -, pp. 108372 - 108372, December, 2020 | BibTex
P.M.R. Bento, J. Pombo, M.R.A. Calado, S.J.P.S. Mariano, Optimization of neural network with wavelet transform and improved data selection using bat algorithm for short-term load forecasting, Neurocomputing, Vol. 358, No. -, pp. 53 - 71, September, 2019 | BibTex
H.G.G. Nunes, J. Pombo, P.M.R. Bento, S.J.P.S. Mariano, M.R.A. Calado, Collaborative swarm intelligence to estimate PV parameters, Energy Conversion and Management, Vol. 185, No., pp. 866 - 890, April, 2019,
| Abstract | BibTex
P.M.R. Bento, H.G.G. Nunes, J. Pombo, M.R.A. Calado, S.J.P.S. Mariano, Daily Operation Optimization of a Hybrid Energy System Considering a Short-Term Electricity Price Forecast Scheme, Energies, Vol. 12, No. 5, pp. 924 - 924, March, 2019,
| Abstract | BibTex
P.M.R. Bento, J. Pombo, M.R.A. Calado, S.J.P.S. Mariano, A bat optimized neural network and wavelet transform approach for short-term price forecasting, Applied Energy, Vol. 210, No. -, pp. 88 - 97, January, 2018,
| Abstract | BibTex

7Papers in Conferences

P.M.R. Bento, J. Pombo, S.J.P.S. Mariano, M.R.A. Calado, A modified Harris Hawks Optimization algorithm for solving the optimal power flow problem, 24th EEEIC International Conference on Environment and Electrical Engineering, Rome, Italy, June, 2024,
| Abstract | BibTex
P.M.R. Bento, J. Pombo, S.J.P.S. Mariano, M.R.A. Calado, Short-term price forecasting in the Iberian electricity market: Sensitivity assessment of the exogenous variables influence, IEEE International Conference on Environment and Electrical Engineering and IEEE Industrial and Commercial Power Systems Europe EEEIC / I&CPS Europe, Prague, Czech Republic, June, 2022,
| Abstract | BibTex
P.M.R. Bento, J. Pombo, S.J.P.S. Mariano, M.R.A. Calado, An Overview Of The Latest Machine Learning Trends In Short-Term Load Forecasting, IEEE International Conference on Environment and Electrical Engineering and IEEE Industrial and Commercial Power Systems Europe EEEIC / I&CPS Europe, Prague, Czech Republic, June, 2022 | BibTex
P.M.R. Bento, F.M.F. Pina, S.J.P.S. Mariano, M.R.A. Calado, Short-Term Hydro-Thermal Coordination by Lagrangian Relaxation: a new algorithm for the solution of the dual problem, ICEUBI2019 – International Congress on Engineering – Engineering for Evolution, Covilhã, Portugal, November, 2019,
| Abstract | BibTex
P.M.R. Bento, J. Pombo, M.R.A. Calado, S.J.P.S. Mariano, Short-Term Load Forecasting using optimized LSTM Networks via Improved Bat Algorithm, International Conference on Intelligent Systems (IS), Funchal, Madeira, Portugal, September, 2018,
| Abstract | BibTex
P.M.R. Bento, H.G.G. Nunes, J. Pombo, S.J.P.S. Mariano, M.R.A. Calado, Daily Operation Optimization for Grid-Connected Hybrid System considering Short-Term Electricity Price Forecast Scheme, IEEE International Conference on Environment and Electrical Engineering and IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) EEEIC / I&CPS Europe, Palermo, Italy, June, 2018,
| Abstract | BibTex
H.G.G. Nunes, P.M.R. Bento, J. Pombo, S.J.P.S. Mariano, M.R.A. Calado, A modified multidimension diode model for PV parameters identification using guaranteed convergence particle swarm optimization algorithm, IEEE International Conference on Environment and Electrical Engineering and IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) EEEIC / I&CPS Europe, Palermo, Italy, June, 2018,
| Abstract | BibTex

Projects

Currently running projects1

Acronym	Name	Funding Agency	Start date	Ending date
EM2ECO	Energy Management & Monitoring of Energy Communities	CENTRO2030	02-06-2025	01-06-2028