Publications

Working papers

1. R. Li, H. Zhang, M. Sun, C. Wan, S. Pineda, G. Kariniotakis, T. Fei, W. Xu, "Decision-Focused Learning for Future Power System Decision-Making under Uncertainty"

2. A. Stratigakos, J. M. Morales, S. Pineda, G. Kariniotakis "Decision-Focused Data Pooling for Contextual Stochastic Optimization" (preprint)

3. J.G. De la Varga, S. Pineda, J.M. Morales, Á. Porras, "Learning-based Improvement in State Estimation for Unobservable Systems" (preprint)

4. C. Domínguez, R. Gázquez, J. M. Morales, S. Pineda, "The Cooperative Maximum Capture Facility Location Problem" (preprint)

Journal Publications

1. A. Porras, L. Roald, J. M. Morales, S. Pineda, "Unifying Chance-Constrained and Robust Optimal Power Flow for Resilient Network Operations" (preprint)

2. S. Pineda, J. M. Morales, A. Porras, C. Domínguez, "Tight Big-Ms for Optimal Transmission Switching" (preprint)

3. S. Pineda, J. M. Morales, A. Jiménez-Cordero, "Learning-Assisted Optimization for Transmission Switching" (published, preprint)

4. A. Stratigakos, S. Pineda, J. M. Morales, G. Kariniotakis "Interpretable Machine Learning for DC Optimal Power Flow with Feasibility Guarantees" in IEEE Transactions on Power Systems, vol. 39, no. 3, pp. 5126-5137, May 2024 (preprint, published)

5. S. Pineda, J. M. Morales, "Renovables y baterías: un romance del siglo XXI" in Bulletin of Statistics and Operations Research, vol. 39, no. 2, 2023 (published)

6. A. Porras, C. Domínguez, J. M. Morales, S. Pineda, "Tight and Compact Sample Average Approximation for Joint Chance Constrained Optimal Power Flow" in INFORMS Journal on Computing, vol. 35, no. 6, 2023 (preprint, published)

7. J. M. Morales, M. A. Muñoz, S. Pineda, "Prescribing net demand for electricity market clearing" in Operations Research Perspectives, vol. 10, 2023 (preprint, published)

8. A. Elias, J. M. Morales, S. Pineda, "A high dimensional functional time series approach to evolution outlier detection for grouped smart meters" in Quality Engineering, vol. 35, no. 3, pp. 371-387, 2022 (preprint, published)

9. A. Jiménez-Cordero, J. M. Morales, S. Pineda, "Warm-starting constraint generation for mixed-integer optimization: A Machine Learning approach" in Knowledge-Based Systems, vol. 253, 2022 (preprint, published)

10. A. Porras, S. Pineda, J. M. Morales, A. Jiménez-Cordero, "Cost-driven Screening of Network Constraints for the Unit Commitment Problem" in IEEE Transactions on Power Systems, vol. 38, no. 1, pp. 42-51, 2022 (preprint, published)

11. S. Pineda, J. M. Morales, "Is learning for the unit commitment problem a low-hanging fruit?" in Electric Power Systems Research, vol. 207, 2022 (preprint, published)

12. M. A. Muñoz, S. Pineda, J.M. Morales, "A bilevel framework for decision-making under uncertainty with contextual information" in OMEGA, vol. 108, 2022 (published, preprint)

13. J. M. Morales, S. Pineda, Y. Dvorkin, "Learning the price response of active distribution networks for TSO-DSO coordination" in IEEE Transactions on Power Systems, vol. 37, no. 4, pp. 2858-2868, 2022 (published, preprint)

14. T. K. Boomsma, S. Pineda, D. M. Heide-Jørgensen, "The spot and balancing markets for electricity: Open- and closed-loop equilibrium models" accepted in Computational Management Science, 2021 (published)

15. V. Bucarey, M. Labbé, J. M. Morales, S. Pineda, "A dynamic programming approach to segmented isotonic regression" in Omega, vol. 105, pp. 102516, 2021 (published, preprint)

16. A. Triviño, J. Yuste, C. Cuevas, S. Pineda, "Competition-based Learning in Engineering Degree Programs". in International Journal of Engineering Education, 37(5), 1359-1370, 2021 (published)

17. R. Fernández-Blanco, J.M. Morales, S. Pineda, A. Porras "Inverse optimization with kernel regression: Application to the power forecasting and bidding of a fleet of electric vehicles" in Computers & Operations Research, vol. 134, pp. 105405, 2021 (published, preprint)

18. R. Fernández-Blanco, J.M. Morales, S. Pineda "Forecasting the Price-Response of a Pool of Buildings via Homothetic Inverse Optimization" in Applied Energy, vol. 290, pp. 116791, 2021 (published, preprint)

19. M. Gržanić, J. M. Morales, S. Pineda, T. Capuder "Electricity cost sharing in energy communities under dynamic pricing and uncertainty" in IEEE Access, vol. 9, pp. 30225-30241, 2021 (published)

20. A. Jiménez-Cordero, J.M. Morales, S. Pineda "A novel embedded min-max approach for feature selection in nonlinear SVM classification" in European Journal of Operational Research, vol. 293, no. 1, pp. 24-35, 2021 (published, preprint)

21. S. Martin, S. Pineda, J. Pérez-Ruiz, N. Alguacil and A. Ruiz-Gonzalez, "Practical Framework for Problem-Based Learning in an Introductory Circuit Analysis Course," 2020 IEEE Global Engineering Education Conference (EDUCON), pp. 382-391, 2020 (published)

22. A. Porras, R. Fernández-Blanco, J.M. Morales, S. Pineda "An Efficient Robust Approach to the Day-ahead Operation of an Aggregator of Electric Vehicles" in IEEE Transactions on Smart Grids, vol. 11, no. 9, pp. 4960-4970, 2020 (published, preprint)

23. M.A. Muñoz, J.M. Morales, S. Pineda, "Feature-driven Improvement of Renewable Energy Forecasting and Trading" in IEEE Transactions on Power Systems, vol. 35, no. 5, pp. 3753-3763, 2020 (published, preprint)

24. S. Pineda, J.M. Morales, A. Jiménez-Cordero, "Data-Driven Screening of Network Constraints for Unit Commitment", in IEEE Transactions on Power Systems, vol. 35, no. 5, pp. 3695-3705, 2020 (published, preprint)

25. H. C. Bylling, S. Pineda and T. K. Boomsma, "The Impact of Short-term Variability and Uncertainty on Long-term Power Planning Problems", in Annals of Operations Research, vol. 284, no. 1, pp. 199-223, 2020 (published)

26. S. Pineda, R. Fernández-Blanco and J.M. Morales, "Time-Adaptive Unit Commitment", in IEEE Transactions on Power Systems, vol. 34, no. 5, pp. 3869-3878, 2019 (preprint, published)

27. S. Pineda and J.M. Morales, "Solving Linear Bilevel Problems Using Big-Ms: Not All That Glitters Is Gold", in IEEE Transactions on Power Systems, vol. 34, no. 4, pp. 2469-2471, 2019. (preprint/published)

28. S. Pineda and J.M. Morales, "Chronological time-period clustering for optimal capacity expansion planning with storage", in IEEE Transactions on Power Systems, vol. 33, no. 6, pp. 7162 - 7170, 2018. (published)

29. S. Pineda, H. Bylling and J.M. Morales, "Efficiently solving linear bilevel programming problems using off-the-shelf optimization software" in Optimization and Engineering, vol. 19, no. 1, pp. 187-211, 2018. (published)

30. S. Pineda, T.K. Boomsma and S. Wogrin, "Renewable generation expansion under different support schemes: A stochastic equilibrium approach" in European Journal of Operational Research, vol. 266, no. 3, pp. 1086-1099, 2018. (published)

31. J.M. Morales and S. Pineda, "On the Inefficiency of the Merit Order in Forward Electricity Markets with Uncertain Supply", European Journal of Operational Research, vol. 261, no. 2, pp. 789-799, 2017. (preprint/published)

32. S. Pineda and J.M. Morales, "Capacity Expansion of Stochastic Power Generation under Two-Stage Electricity Markets", Computers and Operations Research, vol. 70, pp. 101-114, 2016. (preprint/published)

33. S. Pineda and A. Bock, "Renewable-based generation expansion under a green certificate market", Renewable Energy, vol. 91, pp. 53–63, 2016. (published)

34. S. Pineda, J.M. Morales and T.K. Boomsma, "Impact of Forecast Errors on Expansion Planning of Power Systems with a Renewables Target", European Journal of Operations Research, vol. 548, no. 3, pp. 1113–1122, February 2016. (preprint/published)

35. Y. Hu, J. M. Morales, S. Pineda, M. J. Sánchez, P. Solana, "Dynamic multi-stage dispatch of isolated wind–diesel power systems", Energy Conversion and Management, vol. 103, pp. 605-615, October 2015. (published)

36. S. Pineda, J.M. Morales, Y. Ding and J. Oestergard, "Impact of Equipment Failures and Wind Correlation on Capacity Expansion Planning", Electric Power Systems Research, vol. 116, pp. 451-458, November 2014. (preprint/published)

37. J. M. Morales, M. Zugno, S. Pineda and P. Pinson, "Redefining the Merit Order of Stochastic Generation in Forward Markets", in IEEE Transactions on Power Systems, vol.29, no.2, pp. 992-993, March 2014. (preprint/published)

38. J. M. Morales, M. Zugno, S. Pineda and P. Pinson, "Electricity Market Clearing With Improved Scheduling of Stochastic Production", in European Journal of Operational Research, vol. 235, no. 3, June 2014. (preprint/published)

39. Y. Ding, S. Pineda, P. Nyeng, J. Oestergard, E. Larsen and Q. Wu, "Real-time Market Concept Architecture for EcoGrid EU - A Prototype for European Smart Grids", in IEEE Transactions on Smart Grids, vol. 4, no. 4, pp. 2006-2016, 2013. (preprint/publised)

40. S. Pineda and A. J. Conejo, "Using Electricity Options to Hedge Against the Financial Risks of Power Producers", in Journal of Modern Power Systems and Clean Energy, vol. 1, no.2, pp. 101-109, 2013. (preprint/published)

41. S. Pineda and A. J. Conejo, "Managing the Financial Fisks of Electricity Producers using Options", in Energy Economics, vol. 34, no. 6, pp. 2216-2227, November 2012. (preprint/published)

42. Y. Lee, J. Hur, R. Baldick, and S. Pineda, "New Indices of Market Power in Transmission-Constrained Electricity Markets", in IEEE Transactions on Power Systems, vol. 26, no. 2, pp. 681-689, May 2011. (preprint/published)

43. S. Pineda, A. J. Conejo and M. Carrion, "Insuring Unit Failures in Electricity Markets", in Energy Economics, vol. 32, no. 6, pp. 1268-1276, November 2010. (preprint/published)

44. S. Pineda and A. J. Conejo, "Scenario Reduction for Risk-Averse Electricity Trading", in IET Generation, Transmission & Distribution, vol. 4, no. 6, pp. 694-705, June 2010. (preprint/published)

45. J. M. Morales, S. Pineda, A. J. Conejo and M. Carrion, "Scenario Reduction for Futures Market Trading in Electricity Market", in IEEE Transactions on Power Systems, vol. 24, no. 2, pp. 878-888, May 2009. (preprint/published)

46. S. Pineda, A. J. Conejo and M. Carrion, "Impact of Unit Failure on Forward Contracting", in IEEE Transactions on Power Systems, vol. 23, no. 4, pp. 1768-1775, November 2008. (preprint/published)

Book chapters

• C. Domínguez, Á. Porras, S. Pineda, J. M. Morales "Optimal power flow under uncertainty". Chapter of book: Encyclopedia of Electrical and Electronic Power Engineering, Elsevier, 2023, Pages 765-776, ISBN 9780128232118 (chapter)

• S. Pineda, J. M. Morales, S. Wogrin "Mathematical programming for power systems". Chapter of book: Encyclopedia of Electrical and Electronic Power Engineering, Elsevier, 2023, Pages 722-733, ISBN 9780128232118 (chapter)

• S. Wogrin, S. Pineda, D. A. Tejada-Arango, "Applications of Bilevel Optimization in Energy and Electricity Markets". Chapter of book: Bilevel Optimization: Advances and Next Challenges, Springer-Verlag, Heidelberg, 2020. ISBN: 978-3-030-52119-6 (book)

• S. Wogrin, S. Pineda, D. A. Tejada-Arango, I. C. Gonzalez-Romero, "Transmission Expansion Planning Outside the Box: A Bilevel Approach". Chapter of book: Transmission Expansion Planning: The Network Challenges of the Energy Transition, Springer-Verlag, Heidelberg, 2020. ISBN: 978-3-030-49427-8 (chapter, book)

• J. M. Morales, S. Pineda and M. Zugno, "Market design for future clean electricity systems: Advances based on optimization under uncertainty". Chapter of book: Handbook of Clean Energy Systems, Vol. 4: Intelligent Energy Systems, John Wiley & Sons, Chichester, UK, 2015. ISBN: 9781118991978. (chapter, book)

• Y. Ding, J. Ostergard, S. Pineda and Q. Wu, "The Smart Grid as a Response to Spread the Concept of Distributed Generation". Chapter of book: Sustainable Development in Chemical Engineering Innovative Technologies, John Wiley & Sons, Ltd, Chichester, UK, 2013. ISBN: 978-1-119-95352-4. (book)

• A. J. Conejo, R. García-Bertrand, M. Carrión and S. Pineda, "Futures Market Trading for Electricity Producers and Retailers". Chapter of book: Handbook of Power Systems, Springer-Verlag, Heidelberg, 2010. ISBN: 978-3-642-02492-4. (chapter, book)