Learning Optimal Solutions for Extremely Fast AC Optimal Power Flow
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[1] Tianyu Zhao,et al. DeepOPF: Deep Neural Network for DC Optimal Power Flow , 2019, 2019 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm).
[2] Line Roald,et al. Learning for Convex Optimization , 2018 .
[3] Nikos D. Sidiropoulos,et al. Physics-Aware Neural Networks for Distribution System State Estimation , 2019, IEEE Transactions on Power Systems.
[4] Yibing Liu,et al. A Fully Distributed Reactive Power Optimization and Control Method for Active Distribution Networks , 2014, IEEE Transactions on Smart Grid.
[5] Henrik Sandberg,et al. A Survey of Distributed Optimization and Control Algorithms for Electric Power Systems , 2017, IEEE Transactions on Smart Grid.
[6] Petar M. Djuric,et al. Gibbs sampling approach for generation of truncated multivariate Gaussian random variables , 1999, 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258).
[7] Florian Dörfler,et al. Fast power system analysis via implicit linearization of the power flow manifold , 2015, 2015 53rd Annual Allerton Conference on Communication, Control, and Computing (Allerton).
[8] Andrey Bernstein,et al. Joint Chance Constraints in AC Optimal Power Flow: Improving Bounds Through Learning , 2018, IEEE Transactions on Smart Grid.
[9] Dimitris Bertsimas,et al. Online Mixed-Integer Optimization in Milliseconds , 2019, INFORMS J. Comput..
[10] Gabriela Hug,et al. Distributed MPC for Efficient Coordination of Storage and Renewable Energy Sources Across Control Areas , 2016, IEEE Transactions on Smart Grid.
[11] Yi Wang,et al. Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges , 2018, IEEE Transactions on Smart Grid.
[12] Emiliano Dall'Anese,et al. Optimal power flow pursuit , 2016, 2016 American Control Conference (ACC).
[13] R D Zimmerman,et al. MATPOWER: Steady-State Operations, Planning, and Analysis Tools for Power Systems Research and Education , 2011, IEEE Transactions on Power Systems.
[14] Helmut Bölcskei,et al. Deep Neural Network Approximation Theory , 2019, IEEE Transactions on Information Theory.
[15] G. Hug,et al. Online optimization in closed loop on the power flow manifold , 2017, 2017 IEEE Manchester PowerTech.
[16] Sairaj V. Dhople,et al. Scalable Optimization Methods for Distribution Networks With High PV Integration , 2016, IEEE Transactions on Smart Grid.
[17] Andrey Bernstein,et al. Real-Time Feedback-Based Optimization of Distribution Grids: A Unified Approach , 2017, IEEE Transactions on Control of Network Systems.
[18] Javad Lavaei,et al. Convexification of optimal power flow problem , 2010, 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton).
[19] S. Sastry,et al. Analysis of power-flow equation , 1981 .
[20] Kyri Baker,et al. Learning Warm-Start Points For Ac Optimal Power Flow , 2019, 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP).
[21] Tomaso Erseghe,et al. Distributed Optimal Power Flow Using ADMM , 2014, IEEE Transactions on Power Systems.
[22] Deepjyoti Deka,et al. Learning for DC-OPF: Classifying active sets using neural nets , 2019, 2019 IEEE Milan PowerTech.
[23] J. Le Boudec,et al. Load Flow in Multiphase Distribution Networks: Existence, Uniqueness, Non-Singularity and Linear Models , 2017, IEEE Transactions on Power Systems.
[24] Andrey Bernstein,et al. Linear power-flow models in multiphase distribution networks , 2017, 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe).
[25] Steven H. Low,et al. The Optimal Power Flow Operator: Theory and Computation , 2019, IEEE Transactions on Control of Network Systems.
[26] Line Roald,et al. Learning for Constrained Optimization: Identifying Optimal Active Constraint Sets , 2018, INFORMS J. Comput..
[27] Hamed Mohsenian-Rad,et al. Power systems big data analytics: An assessment of paradigm shift barriers and prospects , 2018, Energy Reports.
[28] Matt Wytock,et al. Machine Learning for AC Optimal Power Flow , 2019, ArXiv.
[29] Krishnamurthy Dvijotham,et al. Real-Time Optimal Power Flow , 2017, IEEE Transactions on Smart Grid.
[30] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[31] Yoshua Bengio,et al. Tackling Climate Change with Machine Learning , 2019, ACM Comput. Surv..
[32] Ian A. Hiskens,et al. Semidefinite relaxations of equivalent optimal power flow problems: An illustrative example , 2015, 2015 IEEE International Symposium on Circuits and Systems (ISCAS).
[33] Mihaela van der Schaar,et al. Machine Learning in the Air , 2019, IEEE Journal on Selected Areas in Communications.