Publications

Journal Articles

• Efficient Multiobjective Optimization Framework for Induction Heating Systems Design
  Enrico Spateri, Lorenzo Sabug, Jr., Fredy Ruiz, Giambattista Gruosso, IEEE Access.

• Sample-Based Trust Region Dynamics in Contextual Global Optimization
  Lorenzo Sabug, Jr., Lorenzo Fagiano, and Fredy Ruiz, IEEE Control Systems Letters.

• Simultaneous Design of Passive and Active Spacecraft Attitude Control Using Black-Box Optimization
  Lorenzo Sabug, Jr., Gian Paolo Incremona, Mara Tanelli, Fredy Ruiz, and Lorenzo Fagiano, Control Eng. Practice.

• SMGO-Δ: Balancing Caution and Reward in Global Optimization with Black-Box Constraints
  Lorenzo Sabug, Jr., Fredy Ruiz, and Lorenzo Fagiano, Information Sciences.

• SMGO: A Set Membership Approach to Data-Driven Global Optimization
  Lorenzo Sabug, Jr., Fredy Ruiz, and Lorenzo Fagiano, Automatica 57(12).

• Real-time boundary wavelet transform-based DC fault protection system for MTDC grids
  Lorenzo Sabug, Jr., Aysar Musa, Flavio Costa, and Antonello Monti, Int. J. Elect. Power Energy Syst. 115.

• Multi-agent based intelligent frequency control in multi-terminal dc grid-based hybrid ac/dc networks
  Aysar Musa, Lorenzo Sabug, Jr., Ferdinanda Ponci, and Antonello Monti, IET Renew. Power Gener. 12(13): 1434-1443.

• Robust Predictive Sliding Mode Control in MMC-Based Multi-Terminal HVDC Grids for Wind Power Delivery
  Aysar Musa, Lorenzo Sabug, Jr., and Antonello Monti, IEEE Trans. Power Del. 33(4): 1455-1555.

Conference Papers

• Multi-Agent Global Optimization with Decision Variable Coupling
  Lorenzo Sabug, Jr., Fredy Ruiz, and Lorenzo Fagiano, IEEE Conf. Decision and Control (CDC), Milan, Italy, to appear.

• Controlling the exploitation/exploration trade-off in global optimization: a Set Membership approach
  Mattia Alborghetti, Giulio Montecchio, Lorenzo Sabug, Jr., Lorenzo Fagiano, Fredy Ruiz, American Control Conf., Toronto, ON, 2024.

• A Set Membership approach to black-box optimization for time-varying problems
  Lorenzo Sabug, Jr., Fredy Ruiz, and Lorenzo Fagiano, IFAC World Congress, Yokohama, Japan, 2023.

• Direct control design using a Set Membership-based black-box optimization approach
  Raffaele Galbiati, Lorenzo Sabug, Jr., Fredy Ruiz, and Lorenzo Fagiano, IEEE Conf. Control Technol. Appl., Trieste, Italy, 2022.

• Trading-off safety, exploration, and exploitation in learning-based optimization: a Set Membership approach
  Lorenzo Sabug, Jr., Fredy Ruiz, and Lorenzo Fagiano, IEEE Conf. Decision and Control (CDC), Austin, TX, 2021.

• On the use of set membership theory for global optimization of black-box functions
  Lorenzo Sabug, Jr., Fredy Ruiz, and Lorenzo Fagiano, IEEE Conf. Decision and Control (CDC), Jeju, Korea, 2020.

• Improved synergetic control in multi-terminal HVDC grids for offshore wind power delivery
  Aysar Musa, Lorenzo Sabug, Jr., and Antonello Monti, IEEE Int. Energy Conf. (ENERGYCON), Limassol, Cyprus, 2018.

• Modeling and design of hybrid distribution network: Operational and technical features
  Aysar Musa, Syed Muhammad Rehan, Lorenzo Sabug, Jr., Ferdinanda Ponci, and Antonello Monti, IEEE PES Innovative Smart Grid Technol. Conf. (ISGT) Europe, Torino, Italy, 2017.