- Real|time model|based plasma state estimation🔍
- Model|based real|time plasma electron density profile estimation ...🔍
- Real|Time State Estimation in Plasma Modeling Applications🔍
- Real|time state estimation of low|frequency plasma oscillations in ...🔍
- Real|time Estimation of Plasma Dynamics using an Extended ...🔍
- AI for Real|time Fusion Plasma Behavior Prediction and Manipulation🔍
- Real|time Estimation of Plasma Parameters using an ...🔍
- Model|based electron density estimation using multiple diagnostics ...🔍
Real|time model|based plasma state estimation
Real-time model-based plasma state estimation, monitoring and ...
Real-time model-based plasma state estimation, monitoring and integrated control in TCV, ASDEX-Upgrade and. ITER. F. Felici1, T. Blanken1, E. Maljaars1, H ...
Model-based real-time plasma electron density profile estimation ...
... time plasma state estimation codes including Electron Cyclotron ray tracing codes, contributing to a complete real-time estimation of the entire plasma state.
At every iteration of the observer, a one-sample ahead prediction is made based on the nonlinear model (2) and a forward diagnostics model (3) given the state ...
Real-time model-based plasma state estimation, monitoring and ...
Real-time model-based plasma state estimation, monitoring and integrated control in TCV,. ASDEX-Upgrade and ITER. Friday, 21 October 2016 14:00 (4h 45m). To ...
Real-Time State Estimation in Plasma Modeling Applications
The focus of this doctoral research is the development of a state estimation technique that uses experimental measurements to improve plasma physics models.
Real-time state estimation of low-frequency plasma oscillations in ...
A physics-based model is used to continuously propagate the state estimates and associated covariances, while discrete measurement data are ...
Real-time Estimation of Plasma Dynamics using an Extended ...
The estimator predicts the time history of the input signal, as applied to a zero dimensional predator-prey model of a Hall effect thruster and ...
AI for Real-time Fusion Plasma Behavior Prediction and Manipulation
In model-predictive control, a realtime model predicts the way the plasma state will evolve given various settings on actuators, then chooses settings which ...
Real-time Estimation of Plasma Parameters using an ... - NASA ADS
High-fidelity physics-based models are used for such research, but the complexities and computational cost of state-of-the-art models leave room for data-driven ...
Model-based real-time plasma electron density profile estimation ...
Additionally, the real-time density profiles provide an essential input for other real-time plasma state estimation codes including Electron ...
Model-based electron density estimation using multiple diagnostics ...
The electron density observer provided not only a reference for the gas-valve feedback controller but also an input for other real-time plasma state estimation ...
Real-time plasma state reconstruction and fault detection using a ...
40th EPS Conference on Plasma Physics. P2.147. Page 2. [Real-time control]. Controller. Model-based, dynamic state estimator ("observer"). Tokamak. Simulation.
All algorithms that estimate the continuous real- valued state of the plasma and actuators based on the specific diagnostic and actuator signals are grouped in ...
Thesis - Plasma Dynamics Modeling Laboratory - Stanford University
PhD. Christine Greve, Real-Time State Estimation in Plasma Modeling Applications, Texas A&M University, 2022. MS. Christine Greve, The Development of a Data ...
First demonstration of predictive control of fusion plasma by digital twin
This system optimizes a predictive model based on real-time ... plasma state based on predictions by the improved model. Because the ...
Real-Time State Estimation of Plasma Parameters in Hall Effect ...
... model based on the underlying physics of these processes has yet to emerge. Hybrid-PIC simulations of the Hall thruster have typically depended on semi ...
Real-Time State Estimation and Long-Term Model Adaptation - NCBI
A real-time estimation of states (such as plasma insulin I) and parameters ... model-based predictions in real time. The corresponding structure is ...
State estimation of the dynamic behavior of plasma properties in a ...
The model is applied to investigate the plasma behavior at various thruster operating conditions, i.e. at varying discharge voltages and ...
Research - Plasma Dynamics Modeling Laboratory
Such particle-based kinetic methods can model non-Maxwellian nature of the gas ... Real-Time State Estimation of Plasma Dynamics. Coupled physical and chemical ...
Estimation of plasma properties using an extended Kalman filter with ...
Real-time state estimation of low-frequency plasma oscillations in Hall effect thrusters ... Spatially averaged (global) model of time modulated ...