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Forschung - Lehrstuhl für Steuerungs- und Regelungstechnik
Forschung - Lehrstuhl für Steuerungs- und Regelungstechnik

Simplified data-driven models for model predictive control of residential buildings - ScienceDirect
Simplified data-driven models for model predictive control of residential buildings - ScienceDirect

Weighted Similarity based Just-In-Time Model Predictive Control for
Weighted Similarity based Just-In-Time Model Predictive Control for

Data-Driven Model Predictive Control with Stability and Robustness Guarantees | Papers With Code
Data-Driven Model Predictive Control with Stability and Robustness Guarantees | Papers With Code

Data-driven modelling and fuzzy multiple-model predictive control of oxygen content in coal-fired power plant - Huang Xiaoying, Wang Jingcheng, Zhang Langwen, Wang Bohui, 2017
Data-driven modelling and fuzzy multiple-model predictive control of oxygen content in coal-fired power plant - Huang Xiaoying, Wang Jingcheng, Zhang Langwen, Wang Bohui, 2017

Urban Fasel - Data-driven control
Urban Fasel - Data-driven control

Data-driven model predictive control for building climate control: Three case studies on different buildings - ScienceDirect
Data-driven model predictive control for building climate control: Three case studies on different buildings - ScienceDirect

Mathematics | Free Full-Text | Data Driven Economic Model Predictive Control
Mathematics | Free Full-Text | Data Driven Economic Model Predictive Control

Stochastic data-driven model predictive control using gaussian processes - ScienceDirect
Stochastic data-driven model predictive control using gaussian processes - ScienceDirect

Illustration of model predictive control. | Download Scientific Diagram
Illustration of model predictive control. | Download Scientific Diagram

Data-Driven Model Predictive Controller (MPC) in Simulink Matlab - CodeProject
Data-Driven Model Predictive Controller (MPC) in Simulink Matlab - CodeProject

Data-driven model predictive control using random forests for building energy optimization and climate control
Data-driven model predictive control using random forests for building energy optimization and climate control

Discrete-Time Model Predictive Control | IntechOpen
Discrete-Time Model Predictive Control | IntechOpen

Stochastic data-driven model predictive control using Gaussian processes | DeepAI
Stochastic data-driven model predictive control using Gaussian processes | DeepAI

Model Predictive Control | Institute for Systems Theory and Automatic Control | University of Stuttgart
Model Predictive Control | Institute for Systems Theory and Automatic Control | University of Stuttgart

Data-driven model predictive control: closed-loop guarantees and experimental results
Data-driven model predictive control: closed-loop guarantees and experimental results

ACC 2022] Robust Model Predictive Control with Data-Driven Koopman Operators - YouTube
ACC 2022] Robust Model Predictive Control with Data-Driven Koopman Operators - YouTube

An integrated approach for machine-learning-based system identification of dynamical systems under control: application towards the model predictive control of a highly nonlinear reactor system | SpringerLink
An integrated approach for machine-learning-based system identification of dynamical systems under control: application towards the model predictive control of a highly nonlinear reactor system | SpringerLink

Data-driven model predictive control: closed-loop guarantees and experimental results
Data-driven model predictive control: closed-loop guarantees and experimental results

Data-Driven Distributed Model Predictive Control of Continuous Nonlinear Systems with Gaussian Process | Industrial & Engineering Chemistry Research
Data-Driven Distributed Model Predictive Control of Continuous Nonlinear Systems with Gaussian Process | Industrial & Engineering Chemistry Research

PDF] Automatic Tuning for Data-driven Model Predictive Control | Semantic Scholar
PDF] Automatic Tuning for Data-driven Model Predictive Control | Semantic Scholar

PDF] Game-Theoretic Model Predictive Control with Data-Driven Identification of Vehicle Model for Head-to-Head Autonomous Racing | Semantic Scholar
PDF] Game-Theoretic Model Predictive Control with Data-Driven Identification of Vehicle Model for Head-to-Head Autonomous Racing | Semantic Scholar

Implementable Stability Guaranteed Lyapunov-Based Data-Driven Model Predictive Control with Evolving Gaussian Process | Industrial & Engineering Chemistry Research
Implementable Stability Guaranteed Lyapunov-Based Data-Driven Model Predictive Control with Evolving Gaussian Process | Industrial & Engineering Chemistry Research

Data-driven model identification and predictive control for path-following of underactuated ships with unknown dynamics - ScienceDirect
Data-driven model identification and predictive control for path-following of underactuated ships with unknown dynamics - ScienceDirect