Publications

Journal articles under review

  1. Y. Chen, P. Mestres, J. Cortes, and E. Dall'Anese, "Equilibria and Their Stability Do Not Depend on the Control Barrier Function in Safe Optimization-Based Control," Automatica, submitted September 2024, under review.

  2. L. Cothren, F. Bullo, and Dall'Anese, "Online Feedback Optimization and Singular Perturbation via Contraction Theory," SIAM Journal on Control and Optimization, submitted August 2024, under review.

  3. A Colot, E. Perotti, M. Glavic, and E. Dall'Anese, "Incremental Volt/Var Control for Distribution Networks via Chance-Constrained Optimization," IEEE Transactions on Power Systems, submitted May 2024, under review.

  4. A. Colot, Y. Chen, B. Cornelusse, J. Cortes, and E. Dall'Anese, "Optimal Power Flow Pursuit via Feedback-based Safe Gradient Flow," IEEE Transactions on Control Systems Technology, submitted May 2024, under review.

  5. M. Nonhoff, E. Dall'Anese, and M. A. Müller, "Online convex optimization for robust control of constrained dynamical systems," IEEE Trans. on Automatic Control, submitted January 2024, under review.

  6. U. Syed, E. Dall'Anese, and B. Hu, "Bounds for the Tracking Error and Dynamic Regret of Inexact Online Optimization Methods: A General Analysis via Sequential Semidefinite Programs," SIAM Journal on Optimization, submitted March 2023, under review.

Journals

  1. G. Bianchin, M. Vaquero, J. Cortes, and E. Dall'Anese, "k-dimensional Agreement in Multi-agent Systems," IEEE Trans. on Automatic Control, to appear. 

  2. L. Madden, E. Dall'Anese, and S. Becker, "High-probability Convergence Bounds for Non-convex Stochastic Gradient Descent," Journal of Machine Learning Research, to appear.

  3. A. Colot, V. Shenoy, G. Cavraro, E. Dall'Anese, and J. I. Poveda, "On the Stability of Power Transmission Systems Under Persistent Inverter Attacks: A Bi-Linear Matrix Approach," IEEE Control Systems Letters, Volume 8, 2024.

  4. K. Wood, A. Zamzam, and E. Dall'Anese, "Solving Decision-Dependent Games by Learning from Feedback," IEEE Open Journal of Control Systems, Volume 3, 2024.

  5. N. Bastianello, L. Madden, R. Carli, and E. Dall'Anese, "A Stochastic Operator Framework for Static and Online Optimization with Sub-Weibull Errors," IEEE Trans. on Automatic Control, 2024.

  6. Y. Chen, L. Cothren, J. Cortes, and E. Dall'Anese, "Online Regulation of Dynamical Systems to Solutions of Constrained Optimization Problems," IEEE Control Systems Letters, vol. 7, pp. 3789-3794, 2023.  

  7. G. Bianchin, M. Vaquero, J. Cortes, and E. Dall'Anese, "Online Stochastic Optimization for Unknown Linear Systems: Data-Driven Controller Synthesis and Analysis," IEEE Trans. on Automatic Control, to appear. 

  8. E. Perotti, A. Ospina, G. Bianchin, A. Simonetto, and E. Dall'Anese, "Renewable-Based Charging in Green Ride-Sharing," Scientific Reports, 13, 15425, 2023.

  9. M. Pirrone, E. Dall'Anese, and T. W. Barton, "Data-Driven Optimization Strategies for Tunable RF Systems," IEEE Transactions on Microwave Theory and Techniques, to appear.

  10. K. Wood and E. Dall'Anese, "Stochastic Saddle Point Problems with Decision-Dependent Distributions," SIAM Journal on Optimization, Vol. 33, Iss. 3, pp. 1943-1967, 2023. 

  11. A. Ospina, A. Simonetto, and E. Dall'Anese, "Time-Varying Optimization of Networked Systems with Human Preferences," IEEE Trans. on Control of Network Systems, vol. 10, no. 1, pp. 503-515, March 2023.

  12. L. Cothren, G. Bianchin, and E. Dall'Anese, "Online Optimization of Dynamical Systems With Deep Learning Perception," IEEE Open Journal of Control Systems, vol. 1, pp. 306-321, 2022. 

  13. G. Bianchin, J. I. Poveda, and E. Dall'Anese, "Online Optimization of Switched LTI Systems Using Continuous-Time and Hybrid Accelerated Gradient Flows," Automatica, Volume 146, 110579, December 2022.

  14. A. Ospina, Y. Chen, A. Bernstein, and E. Dall’Anese, "Learning-based demand response in grid-interactive buildings via Gaussian Processes," Electric Power Systems Research, Volume 211, 108406, 2022.  

  15. Y. Tang, E. Dall'Anese, A. Bernstein, and S. Low, "Running Primal-Dual Gradient Method for Time-Varying Nonconvex Problems," SIAM Journal on Control and Optimization, vol. 60, No. 4, pp. 1970--1990, 2022.  

  16. A. Ospina, N. Bastianello, and E. Dall'Anese, "Feedback-Based Optimization with Sub-Weibull Gradient Errors and Intermittent Updates," IEEE Control Systems Letters, vol. 6, pp. 2521-2526, 2022.

  17. G. Cavraro, E. Dall'Anese, J. Comden, and A. Bernstein, "Online State Estimation for Time-Varying Systems," IEEE Trans. on Automatic Control, vol. 67, no. 10, pp. 5424-5431, October 2022. 

  18. G. Cavraro, E. Dall'Anese, J. Comden, and A. Bernstein, "Real-Time Distribution System State Estimation with Asynchronous Measurements," IEEE Trans. on Smart Grid, vol. 13, no. 5, pp. 3813-3822, September 2022.

  19. F. Galarza-Jimenez, G. Bianchin, J. I. Poveda, and E. Dall'Anese, "Online Optimization of LTI Systems Under Persistent Attacks: Stability, Tracking, and Robustness," Nonlinear Analysis: Hybrid Systems, Volume 44, May 2022.

  20. G. Bianchin, J. Cortes, J. I. Poveda, and E. Dall'Anese, "Time-Varying Optimization of LTI Systems via Projected Primal-Dual Gradient Flows," IEEE Trans. on Control of Network Systems, vol. 8, Issue 1, pp. 474-486, March 2022.  

  21. G. Bianchin, E. Dall'Anese, J. I. Poveda, D. Jacobson, E. J. Carlton, and A. G. Buchwald, "Novel Use of Online Optimization in a Mathematical Model of COVID-19 to Guide the Relaxation of Pandemic Mitigation Measures," Scientific Reports, March 2022. 

  22. K. Wood, G. Bianchin, and E. Dall'Anese, "Online Projected Gradient Descent for Stochastic Optimization with Decision-Dependent Distributions," IEEE Control Systems Letters, vol. 6, pp. 1646-1651, 2022. 

  23. F. Galarza-Jimenez, J. I. Poveda, G. Bianchin, and E. Dall'Anese, "Extremum Seeking Under Persistent Gradient Deception: A Switching Systems Approach", IEEE Control Systems Letters, vol. 6, pp. 133-138, 2022. 

  24. A. Simonetto, E. Dall'Anese, J. Monteil, and A. Bernstein, "Personalized Optimization with User's Feedback," Automatica, volume 131, 109767, Sept. 2021. 

  25. L. Madden, S. Becker, and E. Dall'Anese, "Bounds for the Tracking Error of First-order Online Optimization Methods," Journal of Optimization Theory and Applications, 189, pp. 437-457, 2021.

  26. Y. Zhang, E. Dall'Anese, and M. Hong, "Online Proximal-ADMM For Time-varying Constrained Optimization," IEEE Trans. on Signal and Information Processing over Networks, vol. 7, pp. 144-155, 2021.  

  27. A. Simonetto, E. Dall'Anese, S. Paternain, G. Leus, and G. B. Giannakis, "Time-Varying Convex Optimization: Time-Structured Algorithms and Applications," Proceedings of the IEEE, vol. 108, no. 11, pp. 2032-2048, Nov. 2020.

  28. D. Zalkind, E. Dall'Anese, and L. Pao, "Automatic Controller Tuning Using a Zeroth-order Optimization Algorithm," Wind Energy Science, Vol. 5, pp. 1579-1600, 2020.

  29. X. Zhou, E. Dall'Anese, and L. Chen, ``Online Stochastic Optimization of Networked Distributed Energy Resources,'' IEEE Trans. on Automatic Control, vol. 65, Issue 6, pp. 2387-2401, June 2020.

  30. E. Dall'Anese, A. Simonetto, S. Becker, and L. Madden, "Optimization and Learning with Information Streams: Time-varying Algorithms and Applications," IEEE Signal Processing Magazine, vol. 37, no. 3, pp. 71-83, May 2020. 

  31. M. Colombino, E. Dall'Anese, and A. Bernstein, "Online Optimization as a Feedback Controller: Stability and Tracking," IEEE Trans. on Control of Network Systems, vol. 7, no. 1, pp. 422-432, March 2020.

  32. J. Song, E. Dall'Anese, A. Simonetto, and H. Zhu, "Dynamic Distribution State Estimation Using Synchrophasor Data," IEEE Trans. on Smart Grid, vol. 11, no. 1, pp. 821-831, Jan. 2020.

  33. X. Chen, E. Dall'Anese, C. Zhao, and N. Li, "Aggregate Power Flexibility in Unbalanced Distribution Systems," IEEE Trans. on Smart Grid, vol. 11, no. 1, pp. 258-269, Jan. 2020.

  34. R. Ramakrishna, A. Scaglione, V. Vittal, E. Dall'Anese, and A. Bernstein, "A Model for Joint Probabilistic Forecast of Solar Photovoltaic Power and Outdoor Temperature," IEEE Trans. on Signal Processing, vol. 67, no. 24, pp. 6368-6383, Dec. 2019.

  35. C.-Y. Chang, M. Colombino, J. Cortes, and E. Dall'Anese, "Saddle-Flow Dynamics for Distributed Feedback-Based Optimization," IEEE Control Systems Letters, Volume 3, Issue 4, Oct. 2019. 

  36. A. Bernstein and E. Dall'Anese (equal contribution of the authors), "Real-Time Feedback-Based Optimization of Distribution Grids: A Unified Approach,'' IEEE Trans. on Control of Network Systems, vol. 6, no. 3, pp. 1197-1209, Sept. 2019.

  37. E. Dall'Anese, A. Simonetto, and A. Bernstein, "On the Convergence of the Inexact Running Krasnosel'skii-Mann Method," IEEE Control Systems Letters, vol. 3, no. 3, pp. 613-618, July 2019. 

  38. J. King, C. Bay, K. Johnson, E. Dall'Anese, E. Quon, T. Kemper, and P. Fleming, "Wind Direction Estimation Using SCADA Data with Consensus-based Optimization," Wind Energy Science, 4, pp. 355-368, June 2019.

  39. A. Bernstein, E. Dall'Anese, and A. Simonetto (equal contribution of the authors), "Online Primal-Dual Methods with Measurement Feedback for Time-Varying Convex Optimization," IEEE Trans. on Signal Processing, vol. 67, no. 8, pp. 1978-1991, April 2019.

  40. A. Zamzam, E. Dall'Anese, Z. Zhao, J. Taylor, and N. D. Sidiropoulos, "Optimal Water-Power Flow Problem: Formulation and Distributed Optimal Solution," IEEE Trans. on Control of Network Systems, vol. 6, no. 1, pp. 37-47, March 2019.

  41. Y. Guo, K. Baker, E. Dall'Anese, Z. Hu, and T. H. Summers, ``Data-based Distributionally Robust Stochastic Optimal Power Flow, Part II: Case Studies,'' IEEE Trans. on Power Systems, Volume 34, Issue 2, pp. 1493-1503, March 2019.

  42. Y. Guo, K. Baker, E. Dall'Anese, Z. Hu, and T. H. Summers, ``Data-based Distributionally Robust Stochastic Optimal Power Flow, Part I: Methodologies,'' IEEE Trans. on Power Systems, Volume 34, Issue 2, pp. 1483-1492, March 2019.

  43. M Bazrafshan, N. Gatsis, and E. Dall'Anese, "Placement and Sizing of Inverter-Based Renewable Systems in Multi-Phase Distribution Networks," IEEE Trans. on Power Systems, Volume 34, Issue 2, pp. 918-930, March 2019.

  44. J. Cale, B. Johnson, E. Dall'Anese, P. Young, G. Duggan, P. Bedge, D. Zimmerle, and L. Holton, "Mitigating Communication Delays in Remotely Connected Hardware-in-the-loop Experiments,'' IEEE Transactions on Industrial Electronics, vol. 65, no. 12, pp. 9739-9748, Dec. 2018.

  45. A. Bernstein, C. Wang, E. Dall'Anese, J-Y. Le Boudec, and C. Zhao, "Load-Flow in Multiphase Distribution Networks: Existence, Uniqueness, and Linear Models," IEEE Trans. on Power Systems, vol. 33, no. 6, pp. 5832-5843, Nov. 2018 (appeared April. 2018).

  46. S. Guggilam, C. Zhao, E. Dall'Anese, Y. C. Chen, and S. Dhople, "Optimizing DER Participation in Inertial and Primary-Frequency Response," IEEE Trans. on Power Systems, vol. 33, no. 5, pp. 5194-5205, Sept. 2018. 

  47. K. Zhang, W. Shi, H. Zhu, E. Dall'Anese, and T. Basar, "Dynamic Distribution System Management With a Locally Connected Communication Network," IEEE Journal of Selected Topics in Signal Processing, vol. 12, no. 4, pp. 673-687, Aug. 2018.

  48. Y. Zhang, M. Hong, E. Dall'Anese, S. Dhople, and Z. Xu, "Distributed Controllers Seeking Optimal Power Flow Solutions Using ADMM," IEEE Trans. on Smart Grid, vol. 9, no. 5, pp. 4525-4537, Sept. 2018 (appeared Feb. 2017). 

  49. A. Zamzam, N. D. Sidiropoulos, and E. Dall'Anese, "Beyond Relaxation and Newton-Raphson: Solving the AC OPF for Multi-phase Systems with Renewables," IEEE Trans. on Smart Grid, vol. 9, no. 5, pp. 3966-3975, Sept. 2018 (appeared Dec. 2016). 

  50. X. Zhou, E. Dall'Anese, L. Chen, and A. Simonetto, "An Incentive-based Online Optimization Framework for Distribution Grids," IEEE Trans. on Automatic Control, vol. 63, no. 7, pp. 2019-2031, July 2018.

  51. S. Guggilam, C. Zhao, E. Dall'Anese, Y. C. Chen, and S. Dhople, "Optimizing Power-Frequency Droop Characteristics in Distribution Energy Resources," IEEE Trans. on Power Systems, vol. 33, no. 3, pp. 3076-3086, May 2018.

  52. E. Dall'Anese, S. Guggilam, A. Simonetto, Y. C. Chen, and S. Dhople, "Optimal Regulation of Virtual Power Plants," IEEE Trans. on Power Systems, vol. 33, no. 2, pp. 1868-1881, March 2018. 

  53. K. Baker, A. Bernstein, E. Dall'Anese, and C. Zhao, "Network-Cognizant Voltage Droop Control for Distribution Grids," IEEE Trans. on Power Systems,  vol. 33, no. 2, pp. 2098-2108, March 2018. 

  54. A. Simonetto and E. Dall'Anese, "Prediction-Correction Algorithms for Time-Varying Constrained Optimization," IEEE Trans. on Signal Processing,  Vol. 65, Issue 20, pp. 5481-5494, Oct 2017.

  55. E. Dall'Anese, K. Baker, and T. Summers, "Chance-constrained AC Optimal Power Flow for Distribution Systems with Renewables," IEEE Trans. on Power Systems,  Vol. 32, Issue 5, pp. 3427-3438, Sep. 2017. 

  56. E. Dall'Anese and A. Simonetto, "Optimal Power Flow Pursuit," IEEE Trans. on Smart Grid, vol. 9, issue 2, pp. 942-959, March 2018 (appeared May 2016). 

  57. S. Guggilam, E. Dall'Anese, Y. C. Chen, S. V. Dhople, and G. B. Giannakis, "Scalable Optimization Methods for Distribution Networks with High PV Integration," IEEE Trans. on Smart Grid, vol. 7, no. 4, pp. 2061-2070, July 2016.

  58. E. Dall'Anese, S. V. Dhople, and G. B. Giannakis, “Photovoltaic Inverter Controller Seeking AC Optimal Power Flow Solutions,” IEEE Trans. on Power Systems, vol. 31, issue 4, pp. 2809-2823, July 2016.

  59. E. Dall'Anese, S. V. Dhople, B. B. Johnson, and G. B. Giannakis, “Optimal Dispatch of Residential Photovoltaic Inverters Under Forecasting Uncertainties,” IEEE Journal of Photovoltaics, vol. 5, no. 1, pp. 350-359, Jan. 2015. 

  60. E. Dall'Anese, S. V. Dhople, B. B. Johnson, and G. B. Giannakis, “Decentralized Optimal Dispatch of Photovoltaic Inverters in Residential Distribution Systems,” IEEE Transactions on Energy Conversion, vol. 29, n. 4, pp. 957-967, Dec. 2014. 

  61. E. Dall'Anese and G. B. Giannakis, “Risk-Constrained Microgrid Reconfiguration using Group Sparsity," IEEE Transactions on Sustainable Energy, vol. 5, n. 4, pp. 1415-1425, Oct. 2014.

  62. E. Dall'Anese and G. B. Giannakis, “Sparsity-leveraging Reconfiguration of Smart Distribution Systems," IEEE Transactions on Power Delivery, vol. 29, n. 3, pp. 1417-1426, June 2014. 

  63. K. Rajawat, E. Dall'Anese and G. B. Giannakis, “Dynamic Network Delay Cartography", IEEE Transactions on Information Theory, vol. 60, n. 5, pp. 2910-2920, May 2014. 

  64. E. Dall'Anese, S. V. Dhople, and G. B. Giannakis, “Optimal Dispatch of Photovoltaic Inverters in Residential Distribution Systems," IEEE Transactions on Sustainable Energy, vol. 5, n. 2, pp. 487-497, Apr. 2014. 

  65. A. G. Marques, E. Dall’Anese, and G. B. Giannakis, “Cross-Layer Optimization and Receiver Localization for Cognitive Networks using Interference Tweets,” IEEE Journal of Selected Areas in Communications, vol. 32, no. 3, pp. 641-653, Mar. 2014.

  66. E. Dall'Anese, H. Zhu, and G. B. Giannakis, “Distributed Optimal Power Flow for Smart Microgrids", IEEE Transactions on Smart Grid, vol. 4, no. 3, pp. 1464-1475, Sep. 2013. Also see the Errata for the Distributed Optimal Power Flow for Smart Microgrids. 

  67. Y. Zhang, E. Dall'Anese, and G. B. Giannakis, “Distributed Optimal Beamformers for Cognitive Radios Robust to Channel Uncertainties", IEEE Transactions on Signal Processing, vol. 60, no. 12, Dec. 2012.

  68. E. Dall'Anese and G. B. Giannakis, “Statistical Routing for Multi-hop Wireless Cognitive Networks", IEEE Journal of Selected Areas in Communications, vol. 30, no. 11, Nov. 2012.

  69. E. Dall’Anese, J. A. Bazerque, and G. B. Giannakis, “Group Sparse Lasso for Cognitive Spectrum Sensing Robust to Outliers and Model Uncertainties,“ Physical Communication, Elsevier, vol. 5, no. 2, pp. 161-172, Jun. 2012.

  70. T. Erseghe, D. Zennaro, E. Dall'Anese, and L. Vangelista, “Fast Consensus by Alternating Direction Multiplier Method,” IEEE Transactions on Signal Processing, vol. 59, no. 11, pp. 5523-5537, Nov. 2011. 

  71. E. Dall’Anese, S.-J. Kim, G. B. Giannakis, and S. Pupolin, “Power Control for Cognitive Radio Networks Under Channel Uncertainty,” IEEE Transactions on Wireless Communications, vol. 10, no. 10, pp. 3541-3551, Oct. 2011.

  72. E. Dall’Anese, S.-J. Kim, and G. B. Giannakis, “Channel Gain Map Tracking via Distributed Kriging,” IEEE Transactions on Vehicular Technology, vol. 60, n. 3, pp. 1205-1211, March 2011.

  73. S.-J. Kim, E. Dall'Anese, and G. B. Giannakis, “Cooperative Spectrum Sensing for Cognitive Radios Using Kriged Kalman Filtering,” IEEE Journal of Selected Topics on Signal Processing, vol. 5, no. 1, pp. 24-36, Feb. 2011.

  74. A. Assalini, E. Dall’Anese, and S. Pupolin, “On the Robustness of MIMO LMMSE Channel Estimation,” IEEE Transactions on Wireless Communications, vol. 9, Issue 11, pp. 3313-3319, Nov. 2010. 

Conference articles

  1. A. Colot, V. Shenoy, G. Cavraro, E. Dall'Anese, and J. I. Poveda, "On the Stability of Power Transmission Systems Under Persistent Inverter Attacks: A Bi-Linear Matrix Approach," IEEE Conference on Decision and Control, Dec. 2024.

  2. Y. Chen, P. Mestres, E. Dall'Anese, and J. Cortes, "Characterization of the Dynamical Properties of Safety Filters for Linear Planar Systems," IEEE Conference on Decision and Control, Dec. 2024.

  3. A. Colot, B. Cornélusse, J. Cortés, and E. Dall'Anese, "Feedback-based safe gradient flow for optimal regulation of virtual power plants," Mediterranean Conference on Power Generation Transmission, Distribution and Energy Conversion, Nov. 2024.

  4. A. Colot, E. Perotti, Elisabetta, M. Glavic, and E. Dall'Anese, "A Robust Incremental Volt/VAR Control for Distribution Networks," IEEE PES ISGT Europe, October 2024.

  5. Y. Chen, L. Cothren, J. Cortes, and E. Dall'Anese, "Online Regulation of Dynamical Systems to Solutions of Constrained Optimization Problems," American Control Conference, July 2024.

  6. M. Pirrone, G. Giesbrecht, E. Dall'Anese, and T. W. Barton, "Zeroth-Order Optimization for Self-Interference Cancellation in STAR Front-End," IEEE WAMICON, 2024.

  7. Y. Chen, A. Ospina, F. Pasqualetti, and E. Dall'Anese, "Multi-Task System Identification of Similar Linear Time-Invariant Dynamical Systems," IEEE Conference on Decision and Control, Dec. 2023.

  8. A. Ospina and E. Dall'Anese, "Data-Driven and Online Estimation of Linear Sensitivity Distribution Factors: A Low-rank Approach," IEEE Conference on Decision and Control, Dec. 2023.

  9. L. Cothren, G. Bianchin, S. Dean, and E. Dall'Anese, "Perception-Based Sampled-Data Optimization of Dynamical Systems," IFAC World Congress, July 2023.

  10. K. Wood and E. Dall'Anese, "Online Saddle Point Tracking with Decision-Dependent Data," Learning for Dynamics and Control, June 2023. 

  11. S. Kim, L. Madden, and E. Dall'Anese, "Online Stochastic Gradient Methods Under Sub-Weibull Noise and the Polyak-Lojasiewicz Condition," IEEE Conference on Decision and Control, Dec. 2022

  12. F. Galarza-Jiménez, J. I. Poveda, and E. Dall'anese, "Feedback-Based Optimization of Power Systems: Resilience under Attacks," IEEE Conference on Decision and Control, Dec. 2022

  13. L. Cothren, A. Ospina, G. Bianchin, and E. Dall'Anese, "Online Optimization of Linear-Time Invariant Dynamical Systems with Cost Perception," Asilomar Conference on Signal, Systems and Computers, Nov. 2022. 

  14. D. Messenger, E. Dall'Anese, and D. Bortz, "Online Weak-form Sparse Identification of Partial Differential Equations", Mathematical and Scientific Machine Learning, July 2022.    

  15. L. Cothren, G. Bianchin, and E. Dall'Anese, "Data-enabled Gradient Flow as Feedback Controller: Regulation of Linear Dynamical Systems to Minimizers of Unknown Functions," Learning for Dynamics and Control, June 2022. 

  16. F. Galarza-Jiménez, J. Poveda, and E. Dall'Anese, "Sliding-Seeking Control: Model-Free Optimization with Hard Constraints," Learning for Dynamics and Control, June 2022. 

  17. N. Bastianello, A. Simonetto, and E. Dall'Anese, "OpReg-Boost: Learning to Accelerate Online Algorithms with Operator Regression", Learning for Dynamics and Control, June 2022. 

  18. M. Pirrone, E. Dall'Anese, T. W. Barton, "Zeroth-Order Optimization for Varactor-Tuned Matching Network," IMS, June 2022.  

  19. G. Bianchin, M. Vaquero, J. Cortes, and E. Dall'Anese, "Data-Driven Synthesis of Optimization-Based Controllers for Regulation of Unknown Linear Systems," IEEE Conference on Decision and Control, Dec. 2021.

  20. F. Galarza-Jimenez, J. I. Poveda, R. J. Kutadinata, L. Zhang, and E. Dall'Anese, "Self-Optimizing Traffic Light Control using Hybrid Accelerated Extremum Seeking Algorithms," IEEE Conference on Decision and Control, Dec. 2021.

  21. N. Bastianello and E. Dall'Anese, "Distributed and Inexact Proximal Gradient Method for Online Convex Optimization," European Control Conference, June 2021

  22. K. J. Goodrick, E. Dall’Anese, and D. Maksimovic, "Systematic Design and Optimization of Large DC Distribution Architectures Using Simulated Annealing," IEEE Applied Power Electronics Conference, June 2021  

  23. A. Ospina, A. Simonetto, and E. Dall'Anese, "Personalized Demand Response via Shape-Constrained Online Learning,"  IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, Nov. 2020

  24. A. Ajalloeian, A. Simonetto, and E. Dall'Anese, "Inexact Online Proximal-gradient Method for Time-varying Convex Optimization," American Control Conference, Denver, CO, USA, July 2020. 

  25. M. Bucciarelli, S. Paoletti, E. Dall'Anese, and A. Vicino, "On the Greedy Placement of Energy Storage Systems in Distribution Grids," American Control Conference, Denver, CO, USA, July 2020.  

  26. E. Dall'Anese, A. Simonetto, and A. Bernstein, "On the Convergence of the Inexact Running Krasnosel'skii-Mann Method," IEEE Conference on Decision and Control, Nice, France, Dec. 2019.

  27. C.-Y. Chang, M. Colombino, J. Cortes, and E. Dall'Anese, "Saddle-Flow Dynamics for Distributed Feedback-Based Optimization," IEEE Conference on Decision and Control, Nice, France, Dec. 2019.

  28. A. Bernstein, Y. Chen, M. Colombino, E. Dall'Anese, P.  Mehta, and S. Meyn,  "Quasi-Stochastic Approximation and Off-Policy Reinforcement Learning," IEEE Conference on Decision and Control, Nice, France, Dec. 2019.

  29. E. Benenati, M. Colombino, and E. Dall'Anese, "A Tractable Formulation for Multi-period Linearized Optimal Power Flow in the Presence of Thermostatically Controlled Loads," IEEE Conference on Decision and Control, Nice, France, Dec. 2019

  30. G. Cavraro, E. Dall'Anese, and A. Bernstein, "Dynamic Power State Estimation with Asynchronous Measurements," IEEE Global Conference on Signal and Information Processing (GlobalSIP) Ottawa, Canada Nov. 2019.

  31. L. Madden, S. Becker, and E. Dall'Anese, ``Online Sparse Subspace Clustering,'' IEEE Data Science Workshop, Minneapolis, MN, USA, June 2019.

  32. J. King, E. Dall'Anese, M. Hong, and C. Bay, "Efficient Distributed Optimization of Wind Farms Using Proximal Primal-Dual Algorithms," American Control Conference, Philadelphia, PA, USA, July 2019. 

  33. A. Bernstein and E. DaIl'Anese, "Asynchronous and Distributed Tracking of Time-Varying Fixed Points," IEEE Conference on Decision and Control, Miami Beach, FL, USA, Dec. 2018.

  34. Y. Tang, E. Dall'Anese, A. Bernstein, and S. H. Low, "A Feedback-Based Regularized Primal-Dual Gradient Method for Time-Varying Nonconvex Optimization," IEEE Conference on Decision and Control, Miami Beach, FL, USA, Dec. 2018.

  35. A. Zamzam, E. Dall'Anese, and N. D. Sidiropoulos, "Optimal Distributed Energy Storage Management Using Relaxed Dantzig-Wolfe Decomposition," IEEE Conference on Decision and Control, Miami Beach, FL, USA, Dec. 2018.

  36. M. S. Nazir, A. Bernstein E. DaIl'Anese, and I. Hiskens, "Inner Approximation of Minkowski Sums: A Union-Based Approach and Applications to Aggregated Energy Resources," IEEE Conference on Decision and Control, Miami Beach, FL, USA, Dec. 2018.

  37. R. Ramakrishna, A. Bernstein, E. Dall'Anese, and A. Scaglione, "Joint Probabilistic Forecast of Temperature and Solar Irradiance," IEEE International Conference on Acoustics, Speech, and Signal Processing, Calgary, Canada, April 2018.

  38. Y. Guo, K. Baker, E. Dall'Anese, Z. Hu, and T. H. Summers, "Stochastic Optimal Power Flow Based on Data-Driven Distributionally Robust Optimization," American Control Conference, Milwaukee, WI, USA, June 2018

  39. B. Kroposki, E. Dall'Anese, A. Bernstein, Y. Zhang, B.-M. Hodge, "Autonomous Energy Grids," Hawaii International Conference on System Sciences (HICSS), Big Island, HI, Jan. 2018.

  40. S. Guggilam, C. Zhao, E. Dall'Anese, Y. C. Chen, and S. Dhople, "Engineering Inertial and Primary-frequency Response for Distributed Energy Resources," 56th IEEE Conference on Decision and Control, Melbourne, Australia, Dec. 2017.

  41. A. Zamzam, X. Fu, E. Dall'Anese, and N. D. Sidiropoulos, "Distributed Optimal Power Flow Using Feasible Point Pursuit," IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Curacao, Dutch Antilles, Dec. 2017

  42. E. Dall'Anese, A. Bernstein, and A. Simonetto, "Feedback-based Projected-gradient Method for Real-time Optimization of Aggregations of Energy Resources," IEEE Global Conference on Signal and Information Processing (GlobalSIP), Montreal, Canada, Nov. 2017. 

  43. A. Bernstein and E. Dall'Anese, "Bi-level Dynamic Optimization with Feedback," IEEE Global Conference on Signal and Information Processing (GlobalSIP), Montreal, Canada, Nov. 2017.

  44. Y. Zhang, E. Dall'Anese, and M. Hong, "Dynamic ADMM for Real-time Optimal Power Flow," IEEE Global Conference on Signal and Information Processing (GlobalSIP), Montreal, Canada, Nov. 2017.

  45. X. Zhou, Z. Liu, E. Dall'Anese, and L. Chen, "Stochastic Dual Algorithm for Voltage Regulation in Distribution Networks with Discrete Loads," IEEE SmartGridComm, Dresden, Germany, Oct. 2017.

  46. A. Bernstein and E. Dall’Anese, "Linear Power-flow Models in Multiphase Distribution Networks," IEEE PES International Conference on Innovative Smart Grid Technologies (ISGT Europe), Torino, Sept. 2017.

  47. C. Zhao, E. Dall’Anese, and S. Low, “Convex relaxation of OPF in multiphase radial networks with delta connections,” IREP Bulk Power Systems Dynamics and Control Symposium, Espinho, Portugal, August 2017.

  48. A. S. Zamzam, C. Zhao, E. Dall’Anese, and N. D. Sidiropoulos, “A QCQP approach for OPF in multiphase radial networks with delta connections,” IREP Bulk Power Systems Dynamics and Control Symposium, Espinho, Portugal, August 2017.

  49. A. Simonetto and E. Dall'Anese, "A First-order Prediction-Correction Algorithm for Time-Varying (Constrained) Optimization," 20th IFAC World Congress, Toulouse, France, July 2017.

  50. S. Guggilam, C. Zhao, E. Dall’Anese, Y. C. Chen, and S. Dhople, “Primary Frequency Response with Aggregated DERs,” American Control Conference, Seattle, WA, May 2017.

  51. X. Zhou, E. Dall’Anese, L. Chen, and K. Baker, “Incentive-based Voltage Regulation in distribution Systems,” American Control Conference, Seattle, WA, May 2017.

  52. Y. Zhang, M. Hong, E. Dall’Anese, S. V. Dhople, and X. Zu, “Regulation of Renewable Energy Sources to Optimal Power Flow Solutions using ADMM,” American Control Conference, Seattle, WA, May 2017.

  53. K. Baker, A. Bernstein, E. Dall'Anese, and C. Zhao, "Network-Cognizant Design of Volt/VAr Controllers," IEEE PES Innovative Smart Grid Technologies Conference, Arlington, VA, April 2017

  54. E. Dall'Anese, A. Simonetto, and S. V. Dhople, "Design of Distributed Controllers Seeking Optimal Power Flow Solutions Under Communications Constraints," 55th IEEE Conference on Decision and Control, Las Vegas, NV, Dec. 2016.

  55. E. Dall'Anese, T. Summers, and K. Baker, "Adaptive Optimal Power Flow for Distribution Systems Under Uncertain Forecasts," 55th IEEE Conference on Decision and Control, Las Vegas, NV, Dec. 2016.

  56. X. Zhou, J. Tian, L. Chen, and E. Dall'Anese, "Local Voltage Control in Distribution Networks: A Game-Theoretic Perspective," North American Power Symposium, Denver, CO, Sep. 2016.

  57. K. Baker, E. Dall'Anese, and T. Summers, "Distribution-Agnostic Stochastic Optimal Power Flow for Distribution Grids," North American Power Symposium, Denver, CO, Sep. 2016.

  58. B. Baingana, E. Dall’Anese, and G. Mateos, "Robust Kriged Kalman Filter," 47th Asilomar Conference on Signal, Systems and Computers, Pacific Groove, CA, USA, Nov. 2015.

  59. E. Dall’Anese, S. V. Dhople, and G. B. Giannakis, “Regulation of Dynamical Systems to Optimal Solutions of Semidefinite Programs: Algorithms and Applications to AC Optimal Power Flow,” American Control Conference, 2015.

  60. A. G. Marques, E. Dall'Anese, and G. B. Giannakis, "Primary Receiver Localization Using Sparsity and Interference Tweets," Proc. of 5th Intl. Workshop on Computational Advances an Multi-Sensor Adaptive Processing, Saint Martin, Dec. 2013.

  61. E. Dall’Anese and G. B. Giannakis, “Optimal Distributed Generation Placement in Smart Microgrids via Semidefinite Relaxation,” 45th Asilomar Conference on Signal, Systems and Computers, Pacific Groove, CA, USA, Nov. 2013.

  62. E. Dall’Anese and G. B. Giannakis, “Convex Distribution System Reconfiguration Using Group Sparsity,” IEEE PES General Meeting, Vancouver, Canada, Jul. 2013.

  63. E. Dall’Anese, A. G. Marques, and G. B. Giannakis, “Joint Resource Allocation and Receiver Map Estimation in Underlay Cognitive Radios,” IEEE Intl. Conf. on Acoustics, Speech and Signal Processing, Vancouver, Canada, Jul. 2013.

  64. E. Dall’Anese, A. G. Marques, and G. B. Giannakis, “Hierarchical Spectrum Sharing using Interference Tweets,” 14th IEEE Intl. Workshops on Sig. Proc. Advances for Wireless Commun., Darmstadt, Germany, Jun. 2013.

  65. E. Dall’Anese, G. B. Giannakis, and B. F. Wollenberg, “Optimization of Unbalanced Power Distribution Networks via Semidefinite Relaxation,” 44th North American Power System Symposium, University of Illinois at Urbana-Champaign, USA, Sep. 2012.

  66. K. Rajawat, E. Dall’Anese, and G. B. Giannakis, “Dynamic Network Kriging,” IEEE Statistical Signal Processing Workshop, Ann Arbor, MI, USA, Aug. 2012.

  67. E. Dall’Anese and G. B. Giannakis, “Statistical Routing for Cognitive Random Access Networks,” Proc. of IEEE Intl. Conf. on Acoustics, Speech and Signal Processing, Kyoto, Japan, Mar. 2012.

  68. Y. Zhang, E. Dall’Anese, and G. B. Giannakis, “Distributed Robust Beaforming for MIMO Cognitive Networks,” Proc. of IEEE Intl. Conf. on Acoustics, Speech and Signal Processing, Kyoto, Japan, Mar. 2012.

  69. E. Dall’Anese and G. B. Giannakis, “Distributed Cognitive Spectrum Sensing via Group Sparse Total Least-Squares,” Proc. of 4th Intl. Workshop on Comp. Advances in Multi-Sensor Adapt. Processing, San Juan, Puerto Rico, Dec. 2011.

  70. K. Rajawat, E. Dall’Anese, and G. B. Giannakis, “Joint Power and Rate Control for Coded Wireless Packet Networks,” in Proc. of 45th Asilomar Conference on Signal, Systems and Computers, Pacific Groove, CA, USA, Nov. 2011.

  71. E. Dall'Anese, S. Pupolin, and A. Assalini, “Mutual Information of Block-faded MIMO MAC MIMO with LMMSE Channel Estimation for Packet Transmission,” in Proc. of WPMC 2011, Brest, France, Oct. 2011.

  72. E. Dall’Anese, S.-J. Kim, and G. B. Giannakis, “Admission and Power Control PowerAllocation for Cognitive Radio Networks by Sequential Geometric Programming,” in Proc. of 17th Intl. Conf. on DSP, Corfu Island, Greece, July 2011.

  73. E. Dall’Anese, J. A. Bazerque, H. Zhu, and G. B. Giannakis, “Group Sparse Total Least Squares for Cognitive Spectrum Sensing,” in Proc. of IEEE SPAWC, San Francisco, CA, June 2011.

  74. E. Dall'Anese, S.-J. Kim, G. B. Giannakis, and S. Pupolin,”Power Allocation for Cognitive Radio Networks under Channel Gain Uncertainty,” in Proc. of IEEE ICC, Kyoto, Japan, June 2011.

  75. D. Zennaro, E. Dall'Anese, T. Erseghe, and L. Vangelista, “Fast Clock Synchronization for Wireless Sensor Networks via ADMM-bases Consensus,” in Proc. of WiOpt, Princeton, USA, May 2011.

  76. E. Dall’Anese and S. Pupolin, “Sum Mutual Information of MIMO Multiple Access Channels with Channel Estimation Error,” in Proc. of Wireless Vitae, (Invited) Chennai, India, Feb. 2011 

  77. S.-J. Kim, E. Dall'Anese, G. B. Giannakis, and S. Pupolin, “Collaborative Channel Gain Map Tracking for Cognitive Radios,” in Proc on The Second International Workshop on Cognitive Information Processing (CIP), Elba Island, Italy, Jun. 2010. 

  78. M. Siti, A. Assalini, E. Dall'Anese, and S. Pupolin, “Low Complexity Decision-Directed Channel Estimation based on a Reliable-Symbol Selection Strategy for OFDM Systems,” in Proc. of IEEE ICC, Cape Town, South Africa, 23-27 May, 2010.

  79. E. Dall’Anese, ``Geostatistics-Inspired Sparsity-Aware Cooperative Spectrum Sensing for Cognitive Radio Networks,” in Proc. of The Second International Workshop on Mobile Opportunistic Networking, Pisa, Feb. 2010.

  80. S.-J. Kim, E. Dall'Anese, and G. B. Giannakis, “Spectrum Sensing for Cognitive Radios Using Kriged Kalman Filtering,” in Proc. of IEEE CAMSAP, Aruba, Dutch Antilles, Dec. 2009 (invited)

  81. S.-J. Kim, E. Dall'Anese, and G. B. Giannakis, “Sparsity-Aware Cooperative Cognitive Radio Sensing Using Channel Gain Maps,” in Proc. of Asilomar Conference on Signal, Systems and Computers, Pacific Groove, CA, USA, Nov. 2009.

  82. E. Dall'Anese, A. Assalini, and S. Pupolin, “Effect of Channel Covariance Error on the MIMO Linear MMSE Channel Estimator,” in Proc. of WPMC’09, Sendai, Japan, Sep. 2009.

  83. E. Dall'Anese, A. Assalini, and S. Pupolin, “Linear MMSE MIMO Channel Estimation with Imperfect Channel Covariance Information,” in Proc. of IEEE ICC, Dresden, Germany, 14-18 June 2009

  84. E. Dall'Anese, A. Assalini, and S. Pupolin, “On the Effect of Imperfect Channel Estimation upon the Capacity of Correlated MIMO Fading Channels,” in Proc. of IEEE VTC 2009 Spring, Barcelona, Spain, 26-29 April 2009.

  85. E. Dall'Anese, A. Assalini, and S. Pupolin, “Reduced-Rank LS Estimation for MIMO-OFDM Systems,” in Proc. of WPMC'08, Lapland, Finland, Sep. 2008.

  86. E. Dall'Anese, A. Assalini, and S. Pupolin, “On Reduced-Rank Channel Estimation and Prediction for OFDM-based Systems” in Proc. of WPMC'07, Jaipur, India, Dec. 2007.

Invited Magazine articles 

  1. B. Kroposki, A. Bernstein, J. King, D. Vaidhynathan, X. Zhou, C.-Y. Chang, and E. Dall'Anese, "Autonomous Energy Grids," Power & Energy Magazine, Nov. 2020.

  2. E. Dall'Anese, P. Mancarella, and A. Monti, "Unlocking Flexibility: Integrated Optimization and Control of Multi-energy Systems," Power & Energy Magazine, January 2017.

Book chapters

  1.  E. Dall'Anese and N. Gatsis, "Distributed Optimization of Power and Energy Systems," Data Analytics for Power Systems, Cambridge University Press, edited by Ali Tajer, Samir M. Perlaza, H. Vincent Poor.

  2. S.-J. Kim, E. Dall'Anese, J. A. Bazerque, K. Rajawat, and G. B. Giannakis, “Advances in Spectrum Sensing and Cross-Layer Design in Cognitive Radio Networks,” Eurasip,  E-Reference Signal Processing, Nov. 2012.