Journal papers
===============

The project `FlexAnalytics` has produced several research papers, which have been published in high-impact journals:

#. | Á. Porras, C. Domínguez, J.M. Morales and S. Pineda (2023). :ref:`Tight and Compact Sample Average Approximation for Joint Chance Constrained Optimal Power Flow<TACSAA_IJOC>`, `INFORMS Journal On Computing`, 35(6): 1454 - 1469.
#. | C. Domínguez, Álvaro Porras, S. Pineda and J.M. Morales (2023). :ref:`Optimal Power Flow Under Uncertainty<OPFUU_EEEPE>`, book chapter `Encyclopedia of Electrical and Electronic Power Engineering` ISBN: 978-0-12-823211-8: 765-776. 
#. | A. Esteban-Pérez and J.M. Morales (2023) :ref:`Distributionally Robust Optimal Power Flow with Contextual Information<DROPFWCI_EJOR>`, `European Journal of Operational Research`, 305(1): 1047-1058. 
#. | Á. Porras, S. Pineda, J.M. Morales and A. Jimenez-Cordero (2023). :ref:`Cost-driven Screening of Network Constraints for the Unit Commitment Problem<CDCNSFUCP_TPWRS>`, `IEEE Transactions on Power Systems`, 38(1):42-51.
#. | A. Elías, J. M. Morales and S. Pineda (2022). :ref:`A High Dimensional Functional Time Series Approach to Evolution Outlier Mining for Grouped Smart Meters<HDFTAGSM_QE>`, `Quality Engineering`, (EA) 1-17, 2022. `code <https://github.com/groupoasys/smartOASYS>`_ 
#. | J.M. Morales, M.Á. Muñoz and S. Pineda, :ref:`Prescribing Net Demand for Two-stage Electricity Generation Scheduling<PNDTSEGS_ORP>`, `Operations Research Perspectives`, vol. 10, pp. 100268, 2023.
#. | A. Esteban-Pérez and J.M. Morales, :ref:`Distributionally Robust Stochastic Programs with Side Information Based on Trimmings<DRSPWSIBOT_TPWRS>`, `Mathematical Programming`, vol. 195, no. 1, pp. 1069--1105, November, 2022. 
#. | A. Jiménez-Cordero, J.M. Morales and S. Pineda, :ref:`Warm-starting Constraint Generation for Mixed-integer Optimization: A Machine Learning Approach<WSCGMIO_KBS>`, `Knowledge-Based Systems` vol. 253, pp.109570, October, 2022. 
#. | A. Esteban-Pérez and J.M. Morales, :ref:`Partition-based Distributionally Robust Optimization via Optimal Transport with Order Cone Constraints<PBDROOTOCC_TPWRS>`, `4OR A Quarterly Journal of Operations Research`, vol. 20, no. 3, pp. 465--497, September, 2022.
#. | S. Pineda and J.M. Morales, :ref:`Is Learning for the Unit Commitment Problem a Low-hanging Fruit?<ILFTUCPLHF_EPSR>` `Electric Power Systems Research`, (EA) vol. 207, pp. 107851, June, 2022.
#. | M. Á. Muñoz, S. Pineda and J.M. Morales, :ref:`A Bilevel Framework for Decision-making Under Uncertainty with Contextual Information<ABFFDUUWCI_TPWRS>`, `Omega`, (EA) vol. 108, pp. 102575, April, 2022. **Best Paper Award Omega 2022**
#. | R. Fernández-Blanco, J.M. Morales,  S. Pineda and Á. Porras, :ref:`Inverse Optimization with Kernel Regression: Application to The Power Forecasting and Bidding Of A Fleet Of Electric Vehicles<IOKRAPFBFEV_TPWRS>`, `Computer and Operations Research`, vol. 134, pp. 105405, October 2021.
#. | A. Jiménez-Cordero, J.M. Morales and S. Pineda, :ref:`A Novel Embedded Min-Max Approach for Feature Selection in Nonlinear Support Vector Machine Classification<MMAFSNVMC_TPWRS>`, `European Journal of Operations Research`, vol. 293, no. 1, pp. 24--35, August 2021.
#. | R. Fernández-Blanco, J.M. Morales and S. Pineda, :ref:`Forecasting the Price-response of a Pool of Buildings via Homothetic Inverse Optimization<FPRPOBVHIO_TPWRS>`, `Applied Energy` vol. 290, pp.116791, May 2021.
#. | S. Pineda, J.M. Morales and A. Jiménez-Cordero, :ref:`Data-Driven Screening of Network Constraints for Unit Commitment<DDSNCUC_TPWRS>`, `IEEE Transactions on Power Systems`, vol. 35, no. 5, pp. 3695--3705, September 2020.
#. | M.Á. Muñoz, J.M. Morales, and S. Pineda, :ref:`Feature-driven Improvement of Renewable Energy Forecasting and Trading<NVWIND_TPWRS>`, `IEEE Transactions on Power Systems`, vol. 35, no. 5, pp. 3753--3763, September 2020.
#. | Á. Porras, R. Fernández-Blanco, J.M. Morales and S. Pineda, :ref:`An Efficient Robust Approach to the Day-ahead Operation of an Aggregator of Electric Vehicles,<AERADOAEV_TOSG>` `IEEE Transactions on Smart Grid`, vol. 11, no. 6, pp. 4960--4970, June 2020.
#. | S. Pineda, R. Fernández-Blanco and J.M. Morales, :ref:`Time-Adaptive Unit Commitment <TAUC_TPWRS>`, `IEEE Transactions on Power Systems`, vol. 34, no. 5, pp. 3869--3878, September 2019.
#. | S. Pineda and J.M. Morales, :ref:`Solving Linear Bilevel Problems Using Big-Ms: Not All That Glitters Is Gold <BIGM_TPWRS>`, `IEEE Transactions on Power Systems`, vol. 34, no. 3, pp. 2469--2471, May 2019.	

.. toctree::
   :hidden:

   TACSAA_IJOC
   OPFUU_EEEPE
   DROPFWCI_EJOR
   CDCNSFUCP_TPWRS
   HDFTAGSM_QE
   PNDTSEGS_ORP
   DRSPWSIBOT_TPWRS
   WSCGMIO_KBS
   PBDROOTOCC_TPWRS
   ILFTUCPLHF_EPSR
   ABFFDUUWCI_TPWRS
   IOKRAPFBFEV_TPWRS
   MMAFSNVMC_TPWRS
   FPRPOBVHIO_TPWRS
   DDSNCUC_TPWRS
   NVWIND_TPWRS
   AERADOAEV_TOSG
   TAUC_TPWRS
   BIGM_TPWRS