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Model-Free Optimized Tracking Control Heuristic [PDF]

open access: yesRobotics, 2020
Many tracking control solutions proposed in the literature rely on various forms of tracking error signals at the expense of possibly overlooking other dynamic criteria, such as optimizing the control effort, overshoot, and settling time, for example. In
Ning Wang   +3 more
doaj   +3 more sources

Model-free control [PDF]

open access: yesInternational Journal of Control, 2013
"Model-free control" and the corresponding "intelligent" PID controllers (iPIDs), which already had many successful concrete applications, are presented here for the first time in an unified manner, where the new advances are taken into account.
Cedric Join
exaly   +5 more sources

Model-Free Predictive Control and Its Applications

open access: yesEnergies, 2022
Predictive control offers many advantages such as simple design and a systematic way to handle constraints. Model predictive control (MPC) belongs to predictive control, which uses a model of the system for predictions used in predictive control. A major
Muhammad Nauman   +2 more
doaj   +3 more sources

A Model-Free Control Scheme for Rehabilitation Robots: Integrating Real-Time Observations with a Deep Neural Network for Enhanced Control and Reliability

open access: yesMathematics, 2023
Effective control of rehabilitation robots is of paramount importance and requires increased attention to achieve a fully reliable, automated system for practical applications.
Hajid Alsubaie, Ahmed Alotaibi
doaj   +1 more source

Model-Free HVAC Control in Buildings: A Review

open access: yesEnergies, 2023
The efficient control of HVAC devices in building structures is mandatory for achieving energy savings and comfort. To balance these objectives efficiently, it is essential to incorporate adequate advanced control strategies to adapt to varying ...
Panagiotis Michailidis   +3 more
doaj   +1 more source

Model-free control for machine tools

open access: yesCoRR, 2020
Peer ...
Villagrá, Jorge   +3 more
openaire   +3 more sources

Non-Iterative Data-Driven Tuning of Model-Free Control Based on an Ultra-Local Model

open access: yesIEEE Access, 2022
In this paper, we present a data-driven tuning method for model-free control based on an ultra-local model (MFC-ULM), which is also called intelligent proportional-integral-derivative control.
Shuichi Yahagi, Itsuro Kajiwara
doaj   +1 more source

Model-Free Control for Dynamic-Field Acoustic Manipulation Using Reinforcement Learning

open access: yesIEEE Access, 2020
Dynamic-field acoustic manipulation techniques benefit numerous applications in microsystem assembly, pattern formation, biological research, tissue engineering, and lab-on-a-chip.
Kourosh Latifi, Artur Kopitca, Quan Zhou
doaj   +1 more source

Intelligent PI control based on the ultra-local model and Kalman filter for vehicle yaw-rate control

open access: yesSICE Journal of Control, Measurement, and System Integration, 2023
This paper proposes an intelligent proportional integral (PI) control based on an ultra-local model and a Kalman filter with automatic parameter tuning for vehicle yaw-rate control.
Shuichi Yahagi, Motoya Suzuki
doaj   +1 more source

Model-Free Control for Doubly Salient Permanent Magnet-Generator-Based Tidal Stream Turbine Considering Flux-Weakening Operation

open access: yesJournal of Marine Science and Engineering, 2023
Renewable energy generation is increasingly important due to serious energy issues. A Doubly Salient Permanent Magnet Generator (DSPMG) can be an interesting candidate for tidal stream renewable energy systems.
Hao Chen   +5 more
doaj   +1 more source

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