Advanced Analytics to Empower the Small Flexible Consumers of Electricity

Project Information

FlexAnalytics

Grant agreement ID: 755705

DOI

10.3030/755705

Project closed

EC signature date 11 September 2017

Start date 1 February 2018

End date 31 January 2024

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost

€ 1 203 125,00

EU contribution

€ 1 203 125,00

Coordinated by

UNIVERSIDAD DE MALAGA
Spain

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Thesis and dissertations (3)

Theory and applications of Distributionally Robust Optimization with side data

Author(s): Esteban-Pérez, Adrián
Published in: 2022
Publisher: Universidad de Málaga

Prescriptive Analytics in Electricity Markets

Author(s): Muñoz Diaz, Miguel Angel
Published in: 2022
Publisher: Universidad de Málaga

Tight and Compact Models for Power Systems Operation

Author(s): Porras Cabrera, Alvaro
Published in: 2023
Publisher: Universidad de Málaga

Peer reviewed articles (27)

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

Author(s): A. Elías, J. M. Morales, S. Pineda
Published in: Quality Engineering, 2022, Page(s) 1-17, ISSN 1532-4222
Publisher: TAYLOR & FRANCIS INC
DOI: 10.1080/08982112.2022.2135009

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

Author(s): Asunción Jiménez-Cordero, Juan Miguel Morales, Salvador Pineda
Published in: European Journal of Operational Research, Issue 293/1, 2020, Page(s) 24-35, ISSN 0377-2217
Publisher: Elsevier BV
DOI: 10.1016/j.ejor.2020.12.009

Distributionally robust optimal power flow with contextual information

Author(s): Adrián Esteban-Pérez, Juan M. Morales
Published in: European Journal of Operational Research, Issue 306/3, 2023, Page(s) 1047-1058, ISSN 0377-2217
Publisher: Elsevier BV
DOI: 10.1016/j.ejor.2022.10.024

Interpretable Machine Learning for DC Optimal Power Flow with Feasibility Guarantees

Author(s): A. Stratigakos, S. Pineda, J.M. Morales, G. Kariniotakis
Published in: IEEE Transactions on Power Systems, Issue 16/11/23, 2023, Page(s) 1-12, ISSN 0885-8950
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2023.3333165

Prescribing net demand for two-stage electricity generation scheduling

Author(s): J.M. Morales, M.Á. Muñoz, S. Pineda
Published in: Operations Research Perspectives, Issue 10, 2023, Page(s) 100268, ISSN 2214-7160
Publisher: Elsevier BV
DOI: 10.1016/j.orp.2023.100268

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

Author(s): Ricardo Fernández-Blanco, Juan Miguel Morales, Salvador Pineda
Published in: Applied Energy, Issue 290, 2021, Page(s) 116791, ISSN 0306-2619
Publisher: 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

Author(s): Ricardo Fernández-Blanco; Juan Miguel Morales; Salvador Pineda; Álvaro Porras,
Published in: Computers & Operations Research, Issue 134, 2021, Page(s) 105405, ISSN 0305-0548
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.cor.2021.105405

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

Author(s): S. Pineda; J.M. Morales
Published in: Electric Power Systems Research, Issue 207, 2022, Page(s) 107851, ISSN 0378-7796
Publisher: Elsevier BV
DOI: 10.1016/j.epsr.2022.107851

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

Author(s): Miguel Angel Muñoz; Salvador Pineda; Juan M. Morales
Published in: Omega, Issue 108, 2022, Page(s) 102575, ISSN 0305-0483
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.omega.2021.102575

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

Author(s): Asunción Jiménez-Cordero, Juan Miguel Morales, Salvador Pineda
Published in: Knowledge-Based Systems, Issue 253, 2022, Page(s) 109570, ISSN 0950-7051
Publisher: Elsevier BV
DOI: 10.1016/j.knosys.2022.109570

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

Author(s): A. Porras; S. Pineda; J. M. Morales; A. Jimenez-Cordero
Published in: IEEE Transactions on Power Systems, Issue March 2022, 2022, ISSN 0885-8950
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2022.3160016

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

Author(s): Esteban-Pérez, Adrián;Morales, Juan M
Published in: 4OR, Issue 20, 2021, Page(s) 465–497, ISSN 1619-4500
Publisher: Springer Verlag
DOI: 10.1007/s10288-021-00484-z

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

Author(s): Salvador Pineda, Juan Miguel Morales
Published in: IEEE Transactions on Power Systems, Issue 34/3, 2019, Page(s) 2469-2471, ISSN 0885-8950
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2019.2892607

Setting Reserve Requirements to Approximate the Efficiency of the Stochastic Dispatch

Author(s): Vladimir Dvorkin, Stefanos Delikaraoglou, Juan M. Morales
Published in: IEEE Transactions on Power Systems, Issue 34/2, 2019, Page(s) 1524-1536, ISSN 0885-8950
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2018.2878723

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

Author(s): Nicolo Mazzi, Alessio Trivella, Juan M. Morales
Published in: IEEE Transactions on Power Systems, Issue 34/3, 2019, Page(s) 1980-1990, ISSN 0885-8950
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2018.2888937

Time-Adaptive Unit Commitment

Author(s): Salvador Pineda, Ricardo Fernandez-Blanco, Juan Miguel Morales
Published in: IEEE Transactions on Power Systems, Issue 34/5, 2019, Page(s) 3869-3878, ISSN 0885-8950
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2019.2903486

Consumers’ Flexibility Estimation at the TSO Level for Balancing Services

Author(s): Giulia De Zotti, S. Ali Pourmousavi, Juan M. Morales, Henrik Madsen, Niels Kjolstad Poulsen
Published in: IEEE Transactions on Power Systems, Issue 34/3, 2019, Page(s) 1918-1930, ISSN 0885-8950
Publisher: 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

Author(s): Christos Ordoudis, Pierre Pinson, Juan M. Morales
Published in: European Journal of Operational Research, Issue 272/2, 2019, Page(s) 642-654, ISSN 0377-2217
Publisher: Elsevier BV
DOI: 10.1016/j.ejor.2018.06.036

Data-Driven Screening of Network Constraints for Unit Commitment

Author(s): Salvador Pineda, Juan Miguel Morales, Asuncion Jimenez-Cordero
Published in: IEEE Transactions on Power Systems, 2020, Page(s) 1-1, ISSN 0885-8950
Publisher: 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

Author(s): A. Porras, R. Fernandez-Blanco, J. M. Morales, S. Pineda
Published in: IEEE Transactions on Smart Grid, 2020, Page(s) 1-1, ISSN 1949-3053
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tsg.2020.3004268

Feature-driven Improvement of Renewable Energy Forecasting and Trading

Author(s): Miguel Angel Munoz, Juan Miguel Morales, Salvador Pineda
Published in: IEEE Transactions on Power Systems, 2020, Page(s) 1-1, ISSN 0885-8950
Publisher: 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

Author(s): Giulia De Zotti, S. Ali Pourmousavi, Juan M. Morales, Henrik Madsen, Niels Kjolstad Poulsen
Published in: IEEE Transactions on Power Systems, Issue 35/3, 2020, Page(s) 1868-1880, ISSN 0885-8950
Publisher: 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

Author(s): Álvaro Porras, Concepción Domínguez, Juan Miguel Morales, Salvador Pineda
Published in: INFORMS INFORMS JOURNAL ON COMPUTING, Issue August 2023, 2023, Page(s) 1-16, ISSN 1091-9856
Publisher: 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

Author(s): J. M. Morales; S. Pineda; Y. Dvorkin
Published in: IEEE Transactions on Power Systems, 2021, ISSN 0885-8950
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrs.2021.3127343

Distributionally robust stochastic programs with side information based on trimmings

Author(s): Esteban-Pérez, Adrián; Morales, Juan M
Published in: Mathematical Programming, Issue 195, 2021, Page(s) 1069–1105, ISSN 1436-4646
Publisher: Springer Nature
DOI: 10.1007/s10107-021-01724-0

An exact dynamic programming approach to segmented isotonic regression

Author(s): Víctor Bucarey; Martine Labbé; Martine Labbé; Juan M. Morales; Salvador Pineda
Published in: Omega, Issue 105, 2021, Page(s) 102516, ISSN 0305-0483
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.omega.2021.102516

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

Author(s): Mirna Grzanic, Juan M. Morales, Salvador Pineda, Tomislav Capuder
Published in: IEEE Access, Issue 9, 2021, Page(s) 30225-30241, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3059476

Conference proceedings (2)

How Can Smart Buildings Be Price-Responsive?

Author(s): Ricardo Fernandez-Blanco, Juan Miguel Moralesu, Salvador Pineda
Published in: 2019 IEEE Milan PowerTech, 2019, Page(s) 1-6, ISBN 978-1-5386-4722-6
Publisher: IEEE
DOI: 10.1109/ptc.2019.8810715

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

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