Advanced Analytics to Empower the Small Flexible Consumers of Electricity

Theory and applications of Distributionally Robust Optimization with side data

Autorzy: Esteban-Pérez, Adrián
Opublikowane w: 2022
Wydawca: Universidad de Málaga

Prescriptive Analytics in Electricity Markets

Autorzy: Muñoz Diaz, Miguel Angel
Opublikowane w: 2022
Wydawca: Universidad de Málaga

Tight and Compact Models for Power Systems Operation

Autorzy: Porras Cabrera, Alvaro
Opublikowane w: 2023
Wydawca: Universidad de Málaga

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

Autorzy: A. Elías, J. M. Morales, S. Pineda
Opublikowane w: Quality Engineering, 2022, Strona(/y) 1-17, ISSN 1532-4222
Wydawca: TAYLOR & FRANCIS INC
DOI: 10.1080/08982112.2022.2135009

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

Autorzy: Asunción Jiménez-Cordero, Juan Miguel Morales, Salvador Pineda
Opublikowane w: European Journal of Operational Research, 2020, ISSN 0377-2217
Wydawca: Elsevier BV
DOI: 10.1016/j.ejor.2020.12.009

Distributionally robust optimal power flow with contextual information

Autorzy: Adrián Esteban-Pérez, Juan M. Morales
Opublikowane w: European Journal of Operational Research, Numer 306/3, 2023, Strona(/y) 1047-1058, ISSN 0377-2217
Wydawca: Elsevier BV
DOI: 10.1016/j.ejor.2022.10.024

Interpretable Machine Learning for DC Optimal Power Flow with Feasibility Guarantees

Autorzy: A. Stratigakos, S. Pineda, J.M. Morales, G. Kariniotakis
Opublikowane w: IEEE Transactions on Power Systems, Numer 16/11/23, 2023, Strona(/y) 1-12, ISSN 0885-8950
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2023.3333165

Prescribing net demand for two-stage electricity generation scheduling

Autorzy: J.M. Morales, M.Á. Muñoz, S. Pineda
Opublikowane w: Operations Research Perspectives, Numer 10, 2023, Strona(/y) 100268, ISSN 2214-7160
Wydawca: Elsevier BV
DOI: 10.1016/j.orp.2023.100268

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

Autorzy: Ricardo Fernández-Blanco, Juan Miguel Morales, Salvador Pineda
Opublikowane w: Applied Energy, Numer 290, 2021, Strona(/y) 116791, ISSN 0306-2619
Wydawca: 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

Autorzy: Ricardo Fernández-Blanco; Juan Miguel Morales; Salvador Pineda; Álvaro Porras,
Opublikowane w: Computers & Operations Research, Numer 134, 2021, Strona(/y) 105405, ISSN 0305-0548
Wydawca: Pergamon Press Ltd.
DOI: 10.1016/j.cor.2021.105405

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

Autorzy: S. Pineda; J.M. Morales
Opublikowane w: Electric Power Systems Research, Numer 207, 2022, Strona(/y) 107851, ISSN 0378-7796
Wydawca: Elsevier BV
DOI: 10.1016/j.epsr.2022.107851

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

Autorzy: Miguel Angel Muñoz; Salvador Pineda; Juan M. Morales
Opublikowane w: Omega, Numer 108, 2022, Strona(/y) 102575, ISSN 0305-0483
Wydawca: Pergamon Press Ltd.
DOI: 10.1016/j.omega.2021.102575

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

Autorzy: Asunción Jiménez-Cordero, Juan Miguel Morales, Salvador Pineda
Opublikowane w: Knowledge-Based Systems, Numer 253, 2022, Strona(/y) 109570, ISSN 0950-7051
Wydawca: Elsevier BV
DOI: 10.1016/j.knosys.2022.109570

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

Autorzy: A. Porras; S. Pineda; J. M. Morales; A. Jimenez-Cordero
Opublikowane w: IEEE Transactions on Power Systems, Numer March 2022, 2022, ISSN 0885-8950
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2022.3160016

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

Autorzy: Esteban-Pérez, Adrián;Morales, Juan M
Opublikowane w: 4OR, Numer June 2021, 2021, ISSN 1619-4500
Wydawca: Springer Verlag
DOI: 10.1007/s10288-021-00484-z

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

Autorzy: Salvador Pineda, Juan Miguel Morales
Opublikowane w: IEEE Transactions on Power Systems, Numer 34/3, 2019, Strona(/y) 2469-2471, ISSN 0885-8950
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2019.2892607

Setting Reserve Requirements to Approximate the Efficiency of the Stochastic Dispatch

Autorzy: Vladimir Dvorkin, Stefanos Delikaraoglou, Juan M. Morales
Opublikowane w: IEEE Transactions on Power Systems, Numer 34/2, 2019, Strona(/y) 1524-1536, ISSN 0885-8950
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2018.2878723

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

Autorzy: Nicolo Mazzi, Alessio Trivella, Juan M. Morales
Opublikowane w: IEEE Transactions on Power Systems, Numer 34/3, 2019, Strona(/y) 1980-1990, ISSN 0885-8950
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2018.2888937

Time-Adaptive Unit Commitment

Autorzy: Salvador Pineda, Ricardo Fernandez-Blanco, Juan Miguel Morales
Opublikowane w: IEEE Transactions on Power Systems, Numer 34/5, 2019, Strona(/y) 3869-3878, ISSN 0885-8950
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2019.2903486

Consumers’ Flexibility Estimation at the TSO Level for Balancing Services

Autorzy: Giulia De Zotti, S. Ali Pourmousavi, Juan M. Morales, Henrik Madsen, Niels Kjolstad Poulsen
Opublikowane w: IEEE Transactions on Power Systems, Numer 34/3, 2019, Strona(/y) 1918-1930, ISSN 0885-8950
Wydawca: 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

Autorzy: Christos Ordoudis, Pierre Pinson, Juan M. Morales
Opublikowane w: European Journal of Operational Research, Numer 272/2, 2019, Strona(/y) 642-654, ISSN 0377-2217
Wydawca: Elsevier BV
DOI: 10.1016/j.ejor.2018.06.036

Data-Driven Screening of Network Constraints for Unit Commitment

Autorzy: Salvador Pineda, Juan Miguel Morales, Asuncion Jimenez-Cordero
Opublikowane w: IEEE Transactions on Power Systems, 2020, Strona(/y) 1-1, ISSN 0885-8950
Wydawca: 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

Autorzy: A. Porras, R. Fernandez-Blanco, J. M. Morales, S. Pineda
Opublikowane w: IEEE Transactions on Smart Grid, 2020, Strona(/y) 1-1, ISSN 1949-3053
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tsg.2020.3004268

Feature-driven Improvement of Renewable Energy Forecasting and Trading

Autorzy: Miguel Angel Munoz, Juan Miguel Morales, Salvador Pineda
Opublikowane w: IEEE Transactions on Power Systems, 2020, Strona(/y) 1-1, ISSN 0885-8950
Wydawca: 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

Autorzy: Giulia De Zotti, S. Ali Pourmousavi, Juan M. Morales, Henrik Madsen, Niels Kjolstad Poulsen
Opublikowane w: IEEE Transactions on Power Systems, Numer 35/3, 2020, Strona(/y) 1868-1880, ISSN 0885-8950
Wydawca: 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

Autorzy: Álvaro Porras, Concepción Domínguez, Juan Miguel Morales, Salvador Pineda
Opublikowane w: INFORMS INFORMS JOURNAL ON COMPUTING, Numer August 2023, 2023, Strona(/y) 1-16, ISSN 1091-9856
Wydawca: 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

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

Distributionally robust stochastic programs with side information based on trimmings

Autorzy: Esteban-Pérez, Adrián; Morales, Juan M
Opublikowane w: Mathematical Programming, Numer 22 November, 2021, ISSN 1436-4646
Wydawca: Springer Nature
DOI: 10.1007/s10107-021-01724-0

An exact dynamic programming approach to segmented isotonic regression

Autorzy: Víctor Bucarey; Martine Labbé; Martine Labbé; Juan M. Morales; Salvador Pineda
Opublikowane w: Omega, Numer 105, 2021, Strona(/y) 102516, ISSN 0305-0483
Wydawca: Pergamon Press Ltd.
DOI: 10.1016/j.omega.2021.102516

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

Autorzy: Mirna Grzanic, Juan M. Morales, Salvador Pineda, Tomislav Capuder
Opublikowane w: IEEE Access, Numer 9, 2021, Strona(/y) 30225-30241, ISSN 2169-3536
Wydawca: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3059476

How Can Smart Buildings Be Price-Responsive?

Autorzy: Ricardo Fernandez-Blanco, Juan Miguel Moralesu, Salvador Pineda
Opublikowane w: 2019 IEEE Milan PowerTech, 2019, Strona(/y) 1-6, ISBN 978-1-5386-4722-6
Wydawca: IEEE
DOI: 10.1109/ptc.2019.8810715

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

Autorzy: Alvaro Porras Cabrera, Ricardo Fernandez-Blanco, Juan Miguel Morales, Salvador Pineda
Opublikowane w: 2019 International Conference on Smart Energy Systems and Technologies (SEST), 2019, Strona(/y) 1-6, ISBN 978-1-7281-1156-8
Wydawca: IEEE
DOI: 10.1109/sest.2019.8848991

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