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Yingzhao Lian
Yingzhao Lian
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Title
Cited by
Cited by
Year
Data-driven methods for building control—A review and promising future directions
ET Maddalena, Y Lian, CN Jones
Control Engineering Practice 95, 104211, 2020
1172020
Recurrent neural network based MPC for process industries
N Lanzetti, YZ Lian, A Cortinovis, L Dominguez, M Mercangöz, C Jones
2019 18th European Control Conference (ECC), 1005-1010, 2019
682019
Adaptive robust data-driven building control via bilevel reformulation: An experimental result
Y Lian, J Shi, M Koch, CN Jones
IEEE Transactions on Control Systems Technology, 2023
502023
Koopman based data-driven predictive control
Y Lian, R Wang, CN Jones
arXiv preprint arXiv:2102.05122, 2021
372021
Nonlinear data-enabled prediction and control
Y Lian, CN Jones
Learning for Dynamics and Control, 523-534, 2021
292021
Distributed data-driven predictive control for cooperatively smoothing mixed traffic flow
J Wang, Y Lian, Y Jiang, Q Xu, K Li, CN Jones
Transportation Research Part C: Emerging Technologies 155, 104274, 2023
142023
Lessons learned from data-driven building control experiments: Contrasting gaussian process-based mpc, bilevel deepc, and deep reinforcement learning
L Di Natale, Y Lian, ET Maddalena, J Shi, CN Jones
2022 IEEE 61st conference on decision and control (CDC), 1111-1117, 2022
132022
Joint energy management for distributed energy harvesting systems
N Stricker, Y Lian, Y Jiang, CN Jones, L Thiele
Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems …, 2021
122021
Learning feature maps of the koopman operator: A subspace viewpoint
Y Lian, CN Jones
2019 IEEE 58th Conference on Decision and Control (CDC), 860-866, 2019
122019
From system level synthesis to robust closed-loop data-enabled predictive control
Y Lian, CN Jones
2021 60th IEEE Conference on Decision and Control (CDC), 1478-1483, 2021
112021
On Gaussian process based koopman operators
Y Lian, CN Jones
IFAC-PapersOnLine 53 (2), 449-455, 2020
102020
Data-driven input reconstruction and experimental validation
J Shi, Y Lian, CN Jones
IEEE Control Systems Letters 6, 3259-3264, 2022
82022
Resource-aware asynchronous multi-agent coordination via self-triggered MPC
Y Lian, S Wildhagen, Y Jiang, B Houska, F Allgöwer, CN Jones
2020 59th IEEE Conference on Decision and Control (CDC), 685-690, 2020
82020
Distributed deep-lcc for cooperatively smoothing large-scale mixed traffic flow via connected and automated vehicles
J Wang, Y Lian, Y Jiang, Q Xu, K Li, C Jones
Available at SSRN 4258152, 2022
62022
On the Optimality and Convergence Properties of the Iterative Learning Model Predictive Controller
U Rosolia, Y Lian, ET Maddalena, G Ferrari-Trecate, CN Jones
IEEE Transactions on Automatic Control 68 (1), 556-563, 2022
62022
Resource-aware stochastic self-triggered model predictive control
Y Lian, Y Jiang, N Stricker, L Thiele, CN Jones
IEEE Control Systems Letters 6, 1262-1267, 2021
52021
On Gaussian process based Koopman operators
L Yingzhao, C Jones
Ifac Papersonline 53 (2), 52-58, 2020
52020
Hypergraph-Based Fast Distributed AC Power Flow Optimization
X Dai, Y Lian, Y Jiang, CN Jones, V Hagenmeyer
2023 62nd IEEE Conference on Decision and Control (CDC), 4572-4579, 2023
32023
Robust resource-aware self-triggered model predictive control
Y Lian, Y Jiang, N Stricker, L Thiele, CN Jones
IEEE Control Systems Letters 6, 1724-1729, 2021
32021
A Proximal-Point Lagrangian-Based Parallelizable Nonconvex Solver for Bilinear Model Predictive Control
Y Lian, Y Jiang, DF Opila, CN Jones
IEEE Transactions on Control Systems Technology, 2023
12023
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