Advanced Analytics to Empower the Small Flexible Consumers of Electricity

Theory and applications of Distributionally Robust Optimization with side data

Autori: Esteban-Pérez, Adrián
Pubblicato in: 2022
Editore: Universidad de Málaga

Prescriptive Analytics in Electricity Markets

Autori: Muñoz Diaz, Miguel Angel
Pubblicato in: 2022
Editore: Universidad de Málaga

Tight and Compact Models for Power Systems Operation

Autori: Porras Cabrera, Alvaro
Pubblicato in: 2023
Editore: Universidad de Málaga

A high dimensional functional time series approach to evolution outlier detection for grouped smart meters

Autori: A. Elías, J. M. Morales, S. Pineda
Pubblicato in: Quality Engineering, 2022, Pagina/e 1-17, ISSN 1532-4222
Editore: TAYLOR & FRANCIS INC
DOI: 10.1080/08982112.2022.2135009

A novel embedded min-max approach for feature selection in nonlinear Support Vector Machine classification

Autori: Asunción Jiménez-Cordero, Juan Miguel Morales, Salvador Pineda
Pubblicato in: European Journal of Operational Research, 2020, ISSN 0377-2217
Editore: Elsevier BV
DOI: 10.1016/j.ejor.2020.12.009

Distributionally robust optimal power flow with contextual information

Autori: Adrián Esteban-Pérez, Juan M. Morales
Pubblicato in: European Journal of Operational Research, Numero 306/3, 2023, Pagina/e 1047-1058, ISSN 0377-2217
Editore: Elsevier BV
DOI: 10.1016/j.ejor.2022.10.024

Interpretable Machine Learning for DC Optimal Power Flow with Feasibility Guarantees

Autori: A. Stratigakos, S. Pineda, J.M. Morales, G. Kariniotakis
Pubblicato in: IEEE Transactions on Power Systems, Numero 16/11/23, 2023, Pagina/e 1-12, ISSN 0885-8950
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2023.3333165

Prescribing net demand for two-stage electricity generation scheduling

Autori: J.M. Morales, M.Á. Muñoz, S. Pineda
Pubblicato in: Operations Research Perspectives, Numero 10, 2023, Pagina/e 100268, ISSN 2214-7160
Editore: Elsevier BV
DOI: 10.1016/j.orp.2023.100268

Forecasting the price-response of a pool of buildings via homothetic inverse optimization

Autori: Ricardo Fernández-Blanco, Juan Miguel Morales, Salvador Pineda
Pubblicato in: Applied Energy, Numero 290, 2021, Pagina/e 116791, ISSN 0306-2619
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.apenergy.2021.116791

Inverse optimization with kernel regression: Application to the power forecasting and bidding of a fleet of electric vehicles

Autori: Ricardo Fernández-Blanco; Juan Miguel Morales; Salvador Pineda; Álvaro Porras,
Pubblicato in: Computers & Operations Research, Numero 134, 2021, Pagina/e 105405, ISSN 0305-0548
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.cor.2021.105405

Is learning for the unit commitment problem a low-hanging fruit?

Autori: S. Pineda; J.M. Morales
Pubblicato in: Electric Power Systems Research, Numero 207, 2022, Pagina/e 107851, ISSN 0378-7796
Editore: Elsevier BV
DOI: 10.1016/j.epsr.2022.107851

A bilevel framework for decision-making under uncertainty with contextual information

Autori: Miguel Angel Muñoz; Salvador Pineda; Juan M. Morales
Pubblicato in: Omega, Numero 108, 2022, Pagina/e 102575, ISSN 0305-0483
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.omega.2021.102575

Warm-starting constraint generation for mixed-integer optimization: A Machine Learning approach

Autori: Asunción Jiménez-Cordero, Juan Miguel Morales, Salvador Pineda
Pubblicato in: Knowledge-Based Systems, Numero 253, 2022, Pagina/e 109570, ISSN 0950-7051
Editore: Elsevier BV
DOI: 10.1016/j.knosys.2022.109570

Cost-driven Screening of Network Constraints for the Unit Commitment Problem

Autori: A. Porras; S. Pineda; J. M. Morales; A. Jimenez-Cordero
Pubblicato in: IEEE Transactions on Power Systems, Numero March 2022, 2022, ISSN 0885-8950
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2022.3160016

Partition-based distributionally robust optimization via optimal transport with order cone constraints

Autori: Esteban-Pérez, Adrián;Morales, Juan M
Pubblicato in: 4OR, Numero June 2021, 2021, ISSN 1619-4500
Editore: Springer Verlag
DOI: 10.1007/s10288-021-00484-z

Solving Linear Bilevel Problems Using Big-Ms: Not All That Glitters Is Gold

Autori: Salvador Pineda, Juan Miguel Morales
Pubblicato in: IEEE Transactions on Power Systems, Numero 34/3, 2019, Pagina/e 2469-2471, ISSN 0885-8950
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2019.2892607

Setting Reserve Requirements to Approximate the Efficiency of the Stochastic Dispatch

Autori: Vladimir Dvorkin, Stefanos Delikaraoglou, Juan M. Morales
Pubblicato in: IEEE Transactions on Power Systems, Numero 34/2, 2019, Pagina/e 1524-1536, ISSN 0885-8950
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2018.2878723

Enabling Active/Passive Electricity Trading in Dual-Price Balancing Markets

Autori: Nicolo Mazzi, Alessio Trivella, Juan M. Morales
Pubblicato in: IEEE Transactions on Power Systems, Numero 34/3, 2019, Pagina/e 1980-1990, ISSN 0885-8950
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2018.2888937

Time-Adaptive Unit Commitment

Autori: Salvador Pineda, Ricardo Fernandez-Blanco, Juan Miguel Morales
Pubblicato in: IEEE Transactions on Power Systems, Numero 34/5, 2019, Pagina/e 3869-3878, ISSN 0885-8950
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2019.2903486

Consumers’ Flexibility Estimation at the TSO Level for Balancing Services

Autori: Giulia De Zotti, S. Ali Pourmousavi, Juan M. Morales, Henrik Madsen, Niels Kjolstad Poulsen
Pubblicato in: IEEE Transactions on Power Systems, Numero 34/3, 2019, Pagina/e 1918-1930, ISSN 0885-8950
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2018.2885933

An Integrated Market for Electricity and Natural Gas Systems with Stochastic Power Producers

Autori: Christos Ordoudis, Pierre Pinson, Juan M. Morales
Pubblicato in: European Journal of Operational Research, Numero 272/2, 2019, Pagina/e 642-654, ISSN 0377-2217
Editore: Elsevier BV
DOI: 10.1016/j.ejor.2018.06.036

Data-Driven Screening of Network Constraints for Unit Commitment

Autori: Salvador Pineda, Juan Miguel Morales, Asuncion Jimenez-Cordero
Pubblicato in: IEEE Transactions on Power Systems, 2020, Pagina/e 1-1, ISSN 0885-8950
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2020.2980212

An Efficient Robust Approach to the Day-ahead Operation of an Aggregator of Electric Vehicles

Autori: A. Porras, R. Fernandez-Blanco, J. M. Morales, S. Pineda
Pubblicato in: IEEE Transactions on Smart Grid, 2020, Pagina/e 1-1, ISSN 1949-3053
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tsg.2020.3004268

Feature-driven Improvement of Renewable Energy Forecasting and Trading

Autori: Miguel Angel Munoz, Juan Miguel Morales, Salvador Pineda
Pubblicato in: IEEE Transactions on Power Systems, 2020, Pagina/e 1-1, ISSN 0885-8950
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2020.2975246

A Control-Based Method to Meet TSO and DSO Ancillary Services Needs by Flexible End-Users

Autori: Giulia De Zotti, S. Ali Pourmousavi, Juan M. Morales, Henrik Madsen, Niels Kjolstad Poulsen
Pubblicato in: IEEE Transactions on Power Systems, Numero 35/3, 2020, Pagina/e 1868-1880, ISSN 0885-8950
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2019.2951623

Tight and compact sample average approximation for joint chance constrained optimal power flow

Autori: Álvaro Porras, Concepción Domínguez, Juan Miguel Morales, Salvador Pineda
Pubblicato in: INFORMS INFORMS JOURNAL ON COMPUTING, Numero August 2023, 2023, Pagina/e 1-16, ISSN 1091-9856
Editore: Institute for Operations Research and the Management Sciences
DOI: 10.1287/ijoc.2022.0302

Learning the price response of active distribution networks for TSO-DSO coordination

Autori: J. M. Morales; S. Pineda; Y. Dvorkin
Pubblicato in: IEEE Transactions on Power Systems, 2021, ISSN 0885-8950
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2021.3127343

Distributionally robust stochastic programs with side information based on trimmings

Autori: Esteban-Pérez, Adrián; Morales, Juan M
Pubblicato in: Mathematical Programming, Numero 22 November, 2021, ISSN 1436-4646
Editore: Springer Nature
DOI: 10.1007/s10107-021-01724-0

An exact dynamic programming approach to segmented isotonic regression

Autori: Víctor Bucarey; Martine Labbé; Martine Labbé; Juan M. Morales; Salvador Pineda
Pubblicato in: Omega, Numero 105, 2021, Pagina/e 102516, ISSN 0305-0483
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.omega.2021.102516

Electricity Cost-Sharing in Energy Communities Under Dynamic Pricing and Uncertainty

Autori: Mirna Grzanic, Juan M. Morales, Salvador Pineda, Tomislav Capuder
Pubblicato in: IEEE Access, Numero 9, 2021, Pagina/e 30225-30241, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3059476

How Can Smart Buildings Be Price-Responsive?

Autori: Ricardo Fernandez-Blanco, Juan Miguel Moralesu, Salvador Pineda
Pubblicato in: 2019 IEEE Milan PowerTech, 2019, Pagina/e 1-6, ISBN 978-1-5386-4722-6
Editore: IEEE
DOI: 10.1109/ptc.2019.8810715

Day-ahead Operation of an Aggregator of Electric Vehicles via Optimization under Uncertainty

Autori: Alvaro Porras Cabrera, Ricardo Fernandez-Blanco, Juan Miguel Morales, Salvador Pineda
Pubblicato in: 2019 International Conference on Smart Energy Systems and Technologies (SEST), 2019, Pagina/e 1-6, ISBN 978-1-7281-1156-8
Editore: IEEE
DOI: 10.1109/sest.2019.8848991

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