研究方向及擅长领域:
自适应与学习系统,切换/混杂控制系统,自适应优化与控制
机器学习/强化学习/大数据
网络群体智能
无人驾驶
无人机编队
智慧城市(智能交通,智能电网,智能能源,信息物理系统等)
算法研究代表作
(自适应与学习系统,切换混杂系统,自适应优化与控制, 机器学习)
[19] SimoneBaldi*, Azzollini I. A., and Ioannou P. A. A distributed indirect adaptive approach to cooperative tracking in networks of uncertain single-input single-output systems. IEEE Transactions on Automatic Control (2020).
[18] Simone Baldi*, Paolo Frasca. Leaderless synchronization of heterogeneous oscillators by adaptively learning the group model. IEEE Transactions on Automatic Control (2019).
[17] Simone Baldi*, Petros A. Ioannou. Stability margins in adaptive mixing control via a Lyapunov-based switching criterion. IEEE Transactions on Automatic Control 61, no. 5 (2015): 1194-1207. (Full Paper)
[16] Simone Baldi*, Iakovos Michailidis, Elias B. Kosmatopoulos, Antonis Papachristodoulou, Petros A. Ioannou. Convex design control for practical nonlinear systems. IEEE Transactions on Automatic Control 59, no. 7 (2014): 1692-1705. (Full Paper)
[15] Simone Baldi*, Petros Ioannou, and Edoardo Mosca. Multiple model adaptive mixing control: the discrete-time case. IEEE Transactions on Automatic Control 57, no. 4 (2011): 1040-1045.
[14] I. A. Azzollini, S. Yuan , W. Yu, Simone Baldi*, Petros Ioannou, and Edoardo Mosca. Multiple model adaptive mixing control: the discrete-time case. IEEE Transactions on Automatic Control 2020 doi:10.1109/TAC.2020.3000195
[13] Shuai Yuan, M Lv, Simone Baldi*, L. Zhang. Adaptive optimal control for large-scale nonlinear systems. IEEE Transactions on Automatic Control 2020 doi:10.1109/TAC.2020.3003647.
[12] Michailidis, Iakovos, Simone Baldi*, Elias B. Kosmatopoulos, Petros A. Ioannou. Adaptive optimal control for large-scale nonlinear systems. IEEE Transactions on Automatic Control 62, no. 11 (2017): 5567-5577. (Full Paper)
[11] Shuai Yuan, Bart De Schutter, Simone Baldi*, Adaptive asymptotic tracking control of uncertain time-driven switched linear systems. IEEE Transactions on Automatic Control 62, no. 11 (2016): 5802-5807.
[10] Simone Baldi*, Giorgio Battistelli, Edoardo Mosca, and Pietro Tesi. Multi-model unfalsified adaptive switching supervisory control. Automatica 46, no. 2 (2010): 249-259. (Regular Paper)
[9] Roy, Spandan, Simone Baldi*, Leonid M. Fridman. On adaptive sliding mode control without a priori bounded uncertainty. Automatica 111 (2020): 108650.
[8] Roy, Spandan, Simone Baldi*. Towards structure-independent stabilization for uncertain underactuated Euler–Lagrange systems. Automatica 113 (2020): 108775.
[7] S. Yuan, L. Zhang, B. D. Schutter, Simone Baldi*. A novel Lyapunov function for a non-weighted L2 gain of asynchronously switched linear systems. Automatica 87 (2018): 310-317.
[6] S. Yuan, L. Zhang, Simone Baldi*. Adaptive stabilization of impulsive switched linear time-delay systems: A piecewise dynamic gain approach. Automatica 103 (2019): 322-329.
[5] Simone Baldi*, Iakovos Michailidis, Elias B. Kosmatopoulos, and Petros A. Ioannou. A plug and play computationally efficient approach for control design of large-scale nonlinear systems using cosimulation: a combination of two ingredients. IEEE Control Systems Magazine 34, no. 5 (2014): 56-71.(Regular Paper)
[4] Simone Baldi*, Weiming Xiang. Reachable set estimation for switched linear systems with dwell-time switching. Nonlinear Analysis: Hybrid Systems 29 (2018): 20-33.(Regular Paper)
[3] Simone Baldi*, Antonis Papachristodoulou, and Elias B. Kosmatopoulos. Adaptive pulse width modulation design for power converters based on affine switched systems. Nonlinear Analysis: Hybrid Systems 30 (2018): 306-322.(Regular Paper)
[2] Simone Baldi*, Shuai Yuan, and Paolo Frasca. Output synchronization of unknown heterogeneous agents via distributed model reference adaptation. IEEE Transactions on Control of Network Systems 6, no. 2 (2018): 515-525. (Regular Paper)
[1] D. Liu, Simone Baldi*, W. Yu, C. L. P. Chen, A Hybrid Recursive Implementation of Broad Learning with Incremental Features. IEEE Transactions on Neural Networks and Learning Systems 2021 doi:10.1109/TNNLS.2020.3043110 (Regular Paper)
应用研究代表作
(智能能源,智能交通,智能电网,无人驾驶,无人机编队,信息物理系统)
[1] Simone Baldi*, Iakovos Michailidis, Christos Ravanis,Elias B. Kosmatopoulos. Model-based and model-free “plug-and-play” building energy efficient control. Applied energy 154 (2015): 829-841.(Regular Paper)
[2] Simone Baldi*, Shuai Yuan, Petr Endel, and Ondrej Holub. Dual estimation: Constructing building energy models from data sampled at low rate. Applied Energy 169 (2016): 81-92.(Regular Paper)
[3] Simone Baldi*, Christos D. Korkas, Maolong Lv, Elias B. Kosmatopoulos. Automating occupant-building interaction via smart zoning of thermostatic loads: A switched self-tuning approach. Applied energy 231 (2018): 1246-1258(Regular Paper)
[4] Simone Baldi*, Fan Zhang, Thuan Le Quang, Petr Endel, and Ondrej Holub. Passive versus active learning in operation and adaptive maintenance of Heating, Ventilation, and Air Conditioning. Applied energy 252 (2019): 113478.(Regular Paper)
[5] Simone Baldi*, Thuan Le Quang, Ondrej Holub, and Petr Endel. Real-time monitoring energy efficiency and performance degradation of condensing boilers. Energy conversion and management 136 (2017): 329-339.(Regular Paper)
[6] Simone Baldi*, Iakovos Michailidis, Vasiliki Ntampasi, Elias Kosmatopoulos, Ioannis Papamichail, Markos Papageorgiou. A simulation-based traffic signal control for congested urban traffic networks. Transportation Science 53, no. 1 (2019): 6-20. (Regular Paper)
[7] Simone Baldi*, Di Liu, Vishrut Jain, Wenwu Yu. Establishing Platoons of Bidirectional Cooperative Vehicles With Engine Limits and Uncertain Dynamics. IEEE Transactions on Intelligent Transportation Systems (2020). (Regular Paper)
[8] Giammarino Vittorio, Simone Baldi*, Frasca Paolo; Delle Monache Maria Laura. Traffic flow on a ring with a single autonomous vehicle: an interconnected stability perspective, IEEE Transactions on Intelligent Transportation Systems, 2020, in press,(Regular Paper)
[9] Korkas, Christos D., Simone Baldi*, Shuai Yuan, Elias B. Kosmatopoulos. An adaptive learning-based approach for nearly optimal dynamic charging of electric vehicle fleets. IEEE Transactions on Intelligent Transportation Systems 19, no. 7 (2017): 2066- 2075. (Regular Paper)
[10] Korkas, Christos D., Simone Baldi*, Iakovos Michailidis, Elias B. Kosmatopoulos. Intelligent energy and thermal comfort management in grid-connected microgrids with heterogeneous occupancy schedule. Applied Energy 149 (2015): 194-203. (Regular Paper)
[11] Korkas, Christos D., Simone Baldi*, Iakovos Michailidis, Elias B. Kosmatopoulos. Occupancy-based demand response and thermal comfort optimization in microgrids with renewable energy sources and energy storage. Applied Energy 163 (2016): 93-104. (Regular Paper)
[12] Michailidis, Iakovos T., Simone Baldi*, Martin F. Pichler, Elias B. Kosmatopoulos, and Juan R. Santiago. Proactive control for solar energy exploitation: A german high-inertia building case study. Applied Energy 155 (2015): 409-420. (Regular Paper)
[13] Su, Zhou, Ali Jamshidi, Alfredo Núñez, Simone Baldi, Bart De Schutter. Integrated condition-based track maintenance planning and crew scheduling of railway networks. Transportation Research Part C: Emerging Technologies 105 (2019): 359-384. (Regular Paper)
[14] Fari, Stefano, Ximan Wang, Spandan Roy, Simone Baldi*. Addressing unmodelled path-following dynamics via adaptive vector field: A UAV test case. IEEE Transactions on Aerospace and Electronic Systems (2019).
[15] Tian, Tao, Spandan Roy, Simone Baldi*. Stable Adaptation in Multi-Area Load Frequency Control under Dynamically-Changing Topologies. IEEE Transactions on Power Systems (2019).
[16] Abhilash Patel, Spandan Roy, Simone Baldi*. Wide-Area Damping Control Resilience towards Cyber-Attacks: A Dynamic Loop Approach. IEEE Transactions on Smart Grid (2021).
[17] Spandan Roy, Simone Baldi*, Peng Li, Viswa Narayanan. Artificial-Delay Adaptive Control for Under-actuated Euler-Lagrange Robotics. IEEE Transactions on Mechatronics (2021).