Results 11 to 20 of about 33,284,379 (304)
Towards data‐driven stochastic predictive control
International Journal of Robust and Nonlinear Control, 2023 SummaryData‐driven predictive control based on the fundamental lemma by Willems et al. is frequently considered for deterministic LTI systems subject to measurement noise. However, little has been done on data‐driven stochastic control. In this paper, we propose a data‐driven stochastic predictive control scheme for LTI systems subject to possibly ...
Guanru Pan, Ruchuan Ou, Timm Faulwasser
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Controller identification for data-driven model-reference distributed control [PDF]
, 2021 This paper considers data-driven distributed controller synthesis for interconnected linear systems subject to unmeasured disturbances. The considered problem is the optimization of a model-reference control criterion, where the reference model is ...
Tom R.V. Steentjes +6 more
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Data-driven adaptive model-based predictive control with application in wastewater systems [PDF]
, 2011 This study is concerned with the development of a new data-driven adaptive model-based predictive controller (MBPC) with input constraints. The proposed methods employ subspace identification technique and a singular value decomposition (SVD)-based ...
Katebi, M.R. +3 more
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Nihon Kikai Gakkai ronbunshu, 2022 In this paper, we present a new approach to data-driven update of table-typed controller gain in tracing control system. This type of control system is used in various precision processing systems for industrial products.
Noriaki IHORI +3 more
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Optimization for Data-Driven Learning and Control [PDF]
Proceedings of the IEEE, 2020 This special issue provides a comprehensive overview of modern optimization tools and methods for the purposes of data-driven learning and control.
Usman A. Khan +4 more
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A data‐driven chassis coordination control strategy
IET Intelligent Transport Systems, 2021 Collaborative control strategy based on different driving conditions is a challenge for chassis systems with various electronic control units. This paper proposes a chassis cooperative control strategy based on vehicle inertial sensor data.
Entong Tian +4 more
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Quantized Output Observer-based Data Driven Model-free Adaptive Control
Journal of Applied Science and Engineering, 2023 This paper studies the quantized output data observer based data-driven model-free adaptive control(qMFAC) for discrete-time nonlinear systems with unknown structures and network transmission constraints.
Bing Ren, Guangqing Bao
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Synthesis analysis for data driven model predictive control*
Systems Science & Control Engineering, 2022 This paper shows our new contributions on data driven model predictive control, such as persistent excitation, optimal state feedback controller, output predictor and stability.
Hong Jianwang +1 more
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Data-driven control: A behavioral approach [PDF]
Systems & Control Letters, 2017 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Thabiso M. Maupong, Paolo Rapisarda
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Complete Synthesis Analysis for Direct Data Driven Control
IEEE Access, 2023 Due to vast data in information era,direct data driven control is more widely studied all over the world, i.e. designing the unknown controller directly from the measured input-output data,while avoiding the modeling process for the unknown plant.
Zeng Bohua, Wang JIanhong
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