Contributions to Conferences

The work developed by Flexanalytics has been presented in renowned national and international conferences:

  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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.
  19. 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
  20. 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
  21. 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
  22. 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
  23. 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
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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
  29. 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
  30. 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
  31. 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
  32. 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
  33. 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
  34. 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
  35. 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
  36. 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
  37. 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
  38. 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
  39. 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
  40. 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
  41. 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
  42. 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
  43. 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
  44. 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
  45. 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
  46. 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
  47. 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
  48. 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
  49. 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
  50. 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
  51. 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
  52. 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
  53. 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
  54. 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
  55. 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
  56. 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
  57. 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
  58. 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
  59. 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.
  60. 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.
  61. 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.
  62. 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.
  63. 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.
  64. 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.
  65. 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.
  66. 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.
  67. 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.
  68. 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.
  69. 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.
  70. 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.
  71. 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.
  72. 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.