.. _Contributions_to_Conferences: Contributions to Conferences ============================ The work developed by `Flexanalytics` has been presented in renowned national and international conferences: #. | C. Domínguez, R. Gázquez, J.M. Morales and S. Pineda, `A Bilevel formulation and Benders Decomposition for the Cooperative Maximum Capture Facility Location`, XL Congreso Nacional de Estadística e Investigación Operativa y las XIV Jornadas de Estadística Pública (SEIO 23) 7th - 10th November, 2023. `presentation `_ #. | A. Jiménez-Cordero, J.M. Morales and S. Pineda, `Machine-Learning-aided Optimal Transmission Switching`, XL Congreso Nacional de Estadística e Investigación Operativa y las XIV Jornadas de Estadística Pública (SEIO 23) 7th - 10th November, 2023. `presentation `_ #. | J.M. Morales and R. Mieth, `Valuing data using multi-source distributionally robust optimization`, IFORS 23, Santiago de Chile, Chile, 10th - 14th July, 2023. `presentation `_ #. | C. Dominguez, R. Gázquez, J.M. Morales and S. Pineda, `Bilevel formulation and the two exact resolution approaches for the maximum capture facility location with random OWA utilities`, IFORS 23, Santiago de Chile, Chile, 10th - 14th July, 2023. `presentation `_ #. | S. Pineda, J.M. Morales, C. Dominguez and Á. Porras, `Tightening big-M for optimal transmission switching`, IFORS 23, Santiago de Chile, Chile, 10th - 14th July, 2023. `presentation `_ #. | Á. Porras, L. Roald, J.M. Morales and S. Pineda, `Integrating automatic and manual reserves in optimal power flow via chance constraints`, IFORS 23, Santiago de Chile, Chile, 10th - 14th July, 2023. `presentation `_ #. | S. Pineda, J.M. Morales and M.Á. Muñoz, `A bilevel framework for decision-making under uncertainty with contextual information`, PowerTech 23, Belgrade, Serbia, June 25-29, 2023. `presentation `_ #. | J.M. Morales, `Decision-making under uncertainty with contextual information`, Future Energy Systems: Advances in OR and AI DTU PES Summer School, Lyngby, Denmark, 19th - 23rd June, 2023. `presentation `_ #. | A. Jiménez-Cordero, J.M. Morales and S. Pineda, `A novel machine learning approach for solving optimal transmission switching`, 3rd EUROYoung Workshop, Cergy, France, 6th of June, 2023. `presentation `_ #. | S.Pineda, J.M. Morales, C. Domínguez and Á. Porras, `Tightening big-M for optimal transmission switching`, Flexibility of Converter-based Microgrids (FLEXIBASE) final event workshop - University of Zagreb Faculty of Electrical Engineering and Computing, Zagreb, Croatia, 4th & 5th May, 2023. `presentation `_ #. | J.M. Morales and Robert Mieth, `Valuing data for power system operations via multi-source distributionally robust optimization`, Flexibility of Converter-based Microgrids (FLEXIBASE) final event workshop - University of Zagreb Faculty of Electrical Engineering and Computing, Zagreb, Croatia, 4th & 5th May, 2023. `presentation `_ #. | R. Gázquez, V. Blanco and F. Saldanha-da-Gama, `The α–CVaR and other alternatives to deal with uncertainty in the Hybridized Maximal Covering Location problem`, Operations Research special sessions in the VI Conference Spanish Royal Mathematical Society (RSME 2023) Leon, Spain, 6th-10th February, 2023. `presentation `_ #. | A. Esteban-Pérez, Y. Rychener, J.M. Morales and D. Kuhn, `Data-driven distributionally robust optimization with multiple datasets:Applications to the OPF problem`, INFORMS 22, Indianapolis, USA,16-19th October, 2022. `presentation `_ #. | Á. Porras, C. Domínguez, J.M. Morales and S. Pineda, `Tight and compact sample average approximation for joint chance constrained optimal power flow`, INFORMS 22, Indianapolis, USA, 16-19th October, 2022. `presentation `_ #. | A. Jiménez-Cordero, `Solving mixed-integer programs with warm-starting constraint generation methods via machine learning tools`, 3rd Spanish Young Statisticians and Operational Researchers Meeting (SYSORM) Elche, Spain, 21st-23rd September, 2022. `presentation `_ #. | J.M. Morales, S. Pineda and Y. Dvorkin, `Learning the price response of active distribution networks for TSO-DSO coordination`, PESGM 22, Denver, USA, 17th-21st July, 2022. `presentation `_ #. | S. Pineda, J.M. Morales, A. Jiménez-Cordero, `Data-driven screening of network constraints for Unit Commitment`, PESGM 22, Denver, USA, 17th-21st July, 2022. `presentation `_ #. | J.M. Morales invited speaker at Roundtable with Forums `Opportunities and challenges of conducting OR research`, XXXII European Conference on Operational Research (EURO 22) Espoo, Finland, 4-7th July, 2022. #. | A. Jiménez-Cordero `Feature selection in (functional) SVM via bilevel optimization` YW4OR session XXXII European Conference on Operational Research (EURO 22) Espoo, Finland, 4-7th July, 2022. `presentation `_ #. | A. Jiménez-Cordero, J.M. Morales and S. Pineda `A novel machine-learning-aided approach for warm-starting constraint generation methods in MILPs`, XXXII European Conference on Operational Research (EURO 22) Espoo, Finland, 4-7th July, 2022. `presentation `_ #. | J.M. Morales, M.Á. Muñoz and S. Pineda `Value-oriented forecasting of net demand for electricity market clearing`, XXXII European Conference on Operational Research (EURO 22), Espoo, Finland, 4-7th July, 2022. `presentation `_ #. | S. Pineda and J.M. Morales, `Is learning for the Unit Commitment problem a low-hanging fruit?`, XXXII European Conference on Operational Research (EURO 22), Espoo, Finland, 4-7th July, 2022. `presentation `_ #. | M.Á Muñoz, J.M. Morales and S. Pineda, `A bilevel framework for decision-making under uncertainty with contextual information`, European Conference on Stochastic Optimization and Computational Management Science (ECSO-CMS 22), Venice, Italy, 29-30th June 1st July, 2022. `presentation `_ #. | Á. Porras, C. Domínguez, J.M. Morales and S. Pineda, `An MIP approach to tackle the Optimal Power Flow problem with probabilistic constraints`, European Conference on Stochastic Optimization and Computational Management Science (ECSO-CMS 22), Venice, Italy, 29-30th June 1st July, 2022. `presentation `_ #. | J.M. Morales and A. Esteban-Pérez, `Distributionally robust chance-constrained optimal power flow with contextual information`, European Conference on Stochastic Optimization and Computational Management Science (ECSO-CMS 22), Venice, Italy, 29-30th June 1st July, 2022. `presentation `_ #. | A. Esteban-Pérez and J.M. Morales, `Distributionally robust stochastic programs with side information based on trimmings`, Finalist for Best Paper Award. European Conference on Stochastic Optimization and Computational Management Science (ECSO-CMS 22), Venice, Italy, 29-30th June 1st July, 2022. `presentation `_ #. | Á. Porras, C. Domínguez, J.M. Morales and S. Pineda, `Chance-Constrained Optimization applied to the Optimal Power Flow problem: An MIP approach`, XXXIX National Congress of Statistics and Operational Research and the XIII Conference on Public Statistics (SEIO 2022) Granada, Spain, 7 - 10 June, 2022. `presentation `_ #. | S. Pineda, M. Á. Muñoz and J.M. Morales, `A bilevel framework for decision-making under uncertainty with contextual information`, XXXIX National Congress of Statistics and Operational Research and the XIII Conference on Public Statistics (SEIO 2022) Granada, Spain, 7 - 10 June, 2022. `presentation `_ #. | J.M. Morales and A. Esteban-Pérez, `Distributionally robust optimization with side information based on probability trimmings and optimal transport`, XXXIX National Congress of Statistics and Operational Research and the XIII Conference on Public Statistics (SEIO 2022) Granada, Spain, 7 - 10 June, 2022. `presentation `_ #. | A. Jiménez-Cordero, J.M. Morales and S. Pineda, `On warm-starting constraint generation methods via machine learning tools for solving mixed-integer programs`, XXXIX National Congress of Statistics and Operational Research and the XIII Conference on Public Statistics (SEIO 2022) Granada, Spain, 7 - 10 June, 2022. `presentation `_ #. | A. Elías, J.M. Morales and S. Pineda, `Functional depths in the context of functional time series`, XXXIX National Congress of Statistics and Operational Research and the XIII Conference on Public Statistics (SEIO 2022) Granada, Spain, 7 - 10 June, 2022. `presentation `_ #. | J. Huete, A. Elías, J.M. Morales and S. Pineda, `Forecasting the energy consumption of multiple buildings`, XXXIX National Congress of Statistics and Operational Research and the XIII Conference on Public Statistics (SEIO 2022) Granada, Spain, 7 - 10 June, 2022. `presentation `_ #. | A. Elías, J.M. Morales and S. Pineda, `Depth-based outlier detection for grouped smart meters: a functional data analysis toolbox`, 14th International Conference of the ERCIM WG on Computational and Methodological Studies (CMStatistics 2021), London, UK 18 - 20 December, 2021. `presentation `_ #. | A. Jiménez-Cordero, J.M. Morales and S. Pineda, `An offline-online strategy to improve MILP performance via machine learning tools`, New Bridges between Mathematics and Data Science. The Mathematical Strategic Network (Red Estratégica de Matemáticas (REM)), Valladolid, Spain, 8 - 11 November, 2021. `presentation `_ and `video `_ #. | J.M. Morales, M. Á. Muñoz and S. Pineda `Contextual merit-order dispatch under uncertain supply`, The Institute for Operations Research and the Management Sciences Annual Meeting (INFORMS 2021) Anaheim, USA, 24-27 October, 2021. `presentation `_ #. | S. Pineda, J.M. Morales and Y. Dvorkin `Learning-based coordination of transmission and distribution operations`, The Institute for Operations Research and the Management Sciences Annual Meeting (INFORMS 2021) Anaheim, USA, 24-27 October, 2021. `presentation `_ #. | A. Porras, J.M. Morales, S. Pineda, A. Jiménez-Cordero `Cost-driven screening of network constraints for the unit commitment problem`, The Institute for Operations Research and the Management Sciences Annual Meeting (INFORMS 2021) Anaheim, USA, 24-27 October, 2021. `presentation `_ #. | A. Elias, J.M. Morales, S. Pineda `Depth-based outlier detection for grouped smart meters: A functional data analysis toolbox`, The Institute for Operations Research and the Management Sciences Annual Meeting (INFORMS 2021) Anaheim, USA, 24-27 October, 2021. `presentation `_ #. | J.M. Morales, `Data-driven power systems (operations)`, Plenary Speaker Session, 31st European Conference on Operational Research (EURO 2021) Athens, Greece, 11 - 14 July, 2021. `presentation `_ #. | A. Esteban-Pérez and J.M Morales, `Distributionally robust optimization with side information based on probability trimmings and optimal transport`, 31st European Conference on Operational Research (EURO 2021) Athens, Greece, 11 - 14 July, 2021. `presentation `_ #. | S. Pineda, J.M. Morales and Y. Dvorkin, `Learning-based coordination of transmission and distribution operations`, 31st European Conference on Operational Research (EURO 2021) Athens, Greece, 11 - 14 July, 2021. `presentation `_ #. | M.Á. Muñoz, J.M.Morales and S.Pineda, `A bilevel framework for decision-making under uncertainty with contextual information`, 31st European Conference on Operational Research (EURO 2021) Athens, Greece, 11 - 14 July, 2021. `presentation `_ #. | Á. Porras, J.M. Morales, S. Pineda and A. Jiménez-Cordero, `Cost-aware constraint screening for the unit commitment problem`, 31st European Conference on Operational Research (EURO 2021) Athens, Greece, 11 - 14 July, 2021. `presentation `_ #. | A. Jiménez-Cordero, J.M. Morales and S. Pineda, `On improving MILP performance via machine learning tools`, 31st European Conference on Operational Research (EURO 2021)Athens, Greece, 11 - 14 July, 2021. `presentation `_ #. | S. Pineda, J.M. Morales and A. Jiménez-Cordero, `Data-driven screening of network constraints for unit commitment`, IEEE Power & Energy Society PowerTech Conference, Madrid, Spain, June 28 - July 2, 2021. `presentation `_ #. | S. Pineda, R. Fernandez-Blanco and J.M. Morales, `Time-adaptive unit commitment`, IEEE Power & Energy Society PowerTech Conference, Madrid, Spain, June 28 - July 2, 2021. `presentation `_ #. | Á.Porras, R.Fernández-Blanco, J.M. Morales and S. Pineda, `An efficient robust approach to the day-ahead operation of an aggregator of electric vehicles`, IEEE Power & Energy Society PowerTech Conference, Madrid, Spain, June 28 - July 2, 2021. `presentation `_ #. | M.A. Muñoz, J.M.Morales and S. Pineda, `Data-driven strategies for trading renewable energy production`, IEEE Power & Energy Society PowerTech Conference, Madrid, Spain, June 28 - July 2, 2021. `presentation `_ #. | M.Á. Muñoz, S. Pineda and J.M. Morales, `Optimal strategy of a Cournot firm through profit-driven learning`, The Institute for Operations Research and the Management Sciences Annual Meeting (INFORMS 2020) (online), 7-11 November 2020. `presentation `_ and `video `_ #. | A. Jiménez Cordero, S. Pineda and J.M. Morales, `Interpretable learning in power system operations`, The Institute for Operations Research and the Management Sciences Annual Meeting (INFORMS 2020) (online), 7-11 November 2020. `presentation `_ and `video `_ #. | Á. Porras, R. Fernández-Blanco, J.M. Morales and S. Pineda, `An efficient robust approach to the day-ahead operation of an aggregator of electric vehicles`, The Institute for Operations Research and the Management Sciences Annual Meeting (INFORMS 2020) (online), 7-11 November 2020. `presentation `_ #. | S. Pineda, J.M. Morales and A. Jiménez Cordero, `Data-driven screening of network constraints for unit commitment`, The Institute for Operations Research and the Management Sciences Annual Meeting (INFORMS 2020) (online), 7-11 November 2020. `presentation `_ and `video `_ #. | J.M. Morales, R. Fernández-Blanco and S. Pineda, `A homothetic inverse optimization approach to forecast the price-response of a pool of buildings`, The Institute for Operations Research and the Management Sciences Annual Meeting (INFORMS 2020) (online), 7-11 November 2020. `presentation `_ and `video `_ #. | A. Esteban-Pérez and J.M. Morales, `Distributionally robust prescriptive analytics based on optimal transport`, The Institute for Operations Research and the Management Sciences Annual Meeting (INFORMS 2020) (online), 7-11 November 2020. `presentation `_ and `video `_ #. | A. Jiménez-Cordero, J.M. Morales and S. Pineda, `A novel min-max approach to select features in nonlinear SVM classification`, elevator pitch -- Autumn School on Bilevel Optimization, Trier University, Germany - virtual conference, 12-14 October 2020. `presentation `_ #. | Á. Porras, R. Fernández-Blanco, J.M. Morales and S. Pineda, `An efficient robust approach to the day-ahead operation of electric vehicles`, elevator pitch -- Autumn School on Bilevel Optimization, Trier University, Germany - virtual conference, 12-14 October 2020. `presentation `_ #. | M.Á. Muñoz , J.M. Morales and S. Pineda, `A bilevel framework for decision-making under uncertainty with contextual information`, elevator pitch -- Autumn School on Bilevel Optimization, Trier University, Germany - virtual conference, 12-14 October 2020. `presentation `_ #. | A. Jiménez-Cordero, J.M. Morales, and S. Pineda, `A min-max approach to feature selection for nonlinear SVM classification`, V Congreso de Jóvenes Investigadores La Real Sociedad Matemática Española (RSME) Castellón, Spain, 27th-31st January 2020. `presentation `_ #. | A. Esteban-Pérez and J.M. Morales, `Data-driven distributionally robust optimization via optimal transport with order cone constraints`, Jornada científica IMUS-UMA, Sevilla, Spain, 29th November 2019. #. | R. Fernández-Blanco, Á. Porras, S. Pineda, and J. M. Morales, `A data-driven forecasting model for an aggregator of electric vehicles via inverse optimization`, The Institute for Operations Research and the Management Sciences Annual Meeting (INFORMS 2019) Seattle, USA, 20th-23rd October 2019. #. | S. Pineda, R. Fernández-Blanco, and J.M. Morales, `Time-adaptive unit commitment`, The Institute for Operations Research and the Management Sciences Annual Meeting (INFORMS 2019) Seattle, USA, 20-23rd October 2019. #. | S. Wogrin, D. Tejada-Arango, S. Pineda, and J.M. Morales, `Analyzing time period aggregation methods for power system investment and operation models with renewables and storage`, The Institute for Operations Research and the Management Sciences Annual Meeting (INFORMS 2019) Seattle, USA, 20th-23rd October 2019. #. | J.M. Morales, M.Á. Muñoz, and S. Pineda, `A mathematical optimization approach to enhanced renewable energy forecasting and trading`, The Institute for Operations Research and the Management Sciences Annual Meeting (INFORMS 2019) Seattle, USA, 20th-23rd October 2019. #. | Á. Porras, R. Fernández-Blanco, J.M. Morales, and S. Pineda, `Day-ahead operation of an aggregator of electric vehicles via optimization under uncertainty`_, 2nd International Conference on Smart Energy Systems and Technologies (SEST), Porto, Portugal, 9th-11th September 2019. #. | A. Esteban-Pérez and J.M. Morales, `Data-driven distributionally robust optimization via optimal transport with order cone constraints`, The XV International Conference on Stochastic Programming (ICSP XV), Trondheim, Norway, 29th July-2nd August 2019. #. | R. Fernández-Blanco, J.M. Morales, and S. Pineda, `How can smart buildings be price-responsive?`_, 13th IEEE PowerTech 2019, Milano, Italy, 23rd-27th June 2019. `Best paper award`. #. | S. Pineda and J.M. Morales, `Efficiently solving linear bilevel programming problems using off-the-shelf optimization software`, 30th European Conference on Operational Research (EURO 2019) Dublin, Ireland, 23th-26th June 2019. #. | J.M. Morales, R. Fernández-Blanco, and S. Pineda, `A fast algorithm to estimate the cost and the right-hand side parameter vectors in inverse linear optimization`, 30th European Conference on Operational Research (EURO 2019) Dublin, Ireland, 23th-26th June 2019. #. | Á. Porras, R. Fernández-Blanco, S. Pineda, and J.M. Morales, `Day-ahead operation of an aggregator of electric vehicles via optimization under uncertainty`, 30th European Conference on Operational Research (EURO 2019) Dublin, Ireland, 23th-26th June 2019. #. | G. De Zotti, S.A.P. Kani, J. M. Morales and Henrik Madsen, `Control-based provision of ancillary services by flexible end-users`, 30th European Conference on Operational Research (EURO 2019) Dublin, Ireland, 23th-26th June 2019. #. | M. Á. Muñoz, J.M. Morales, and S. Pineda, `Data-driven strategies for trading renewable energy production`, The Institute for Operations Research and the Management Sciences Annual Meeting (INFORMS 2018) Phoenix, USA, 4th-7th November 2018. #. | A. Esteban-Pérez and J.M. Morales, `Data-driven distributionally robust optimization with Wasserstein metric, moment conditions and robust constraints`, 29th European Conference on Operational Research (EURO 2018) Valencia, Spain, 8th-11th July 2018. .. _Day-ahead Operation of an Aggregator of Electric Vehicles via Optimization under Uncertainty: https://ieeexplore.ieee.org/document/8848991 .. _How Can Smart Buildings Be Price-Responsive?: https://ieeexplore.ieee.org/document/8810715