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updated 1 month ago

Speed estimation in rotating reference frame by Bartlomiej Ufnalski

An angular velocity neuroestimator synthesized in the rotating reference frame is demonstrated. (speedsensorless drive, field oriented contro..., foc)

SPEED_4_xy_signals.slx

run_me_4_xy.m

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updated 1 month ago

Photovoltaic module explicit neural model by Bartlomiej Ufnalski

A feedforward neural network is used to model a photovoltaic module. (solar energy, photovoltaics, renewables)

MPPT_Newton_PV_and_FFNN_PV.slx

pv_array_sf.m

pv_array(Va,Suns,TaC)

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updated 3 months ago

Speed-sensorless induction motor drive by Bartlomiej Ufnalski

A neuroestimator is used to enable speed-sensorless operation of the asynchronous motor drive. (speedsensorless drive, neuroestimator, neuroestimation)

SPEED_6_heuristic_signals_BU.slx

run_me.m

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updated 3 months ago

Programmable linear-quadratic regulator by Bartlomiej Ufnalski

A feedforward neural network is used to adjust LQR gains in the case of non-stationary state matrix. (linearquadratic regul..., lqr, nonstationary state m...)

sfoc_lqr_ann

lqr_ann_graphs.m

run_me_lqr_key.m

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updated 3 months ago

Repetitive Neurocontroller with Disturbance Feedforward by Bartlomiej Ufnalski

This project demonstrates repetitve process control using gradient-based dynamic optimization tool. (repetitive control, iterative learning co..., ilc)

VSI_LC_with_PLECS

VSI_LC_without_PLECS

RNC_DDFF_with_PLECS.m

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updated 1 year ago

Pv motor by Karthi S

Solar panel conneted with motor (waveform)

pvmotor

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updated 1 year ago

Application of ANN toolbox to ALFC for a single area system by Soumyadeep

Application of ANN toolbox to ALFC for a single area system (ann, pi, electrical)

ALFCsinglearea

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updated 1 year ago

Application of ANN toolbox to ALFC by Soumyadeep

Application of ANN toolbox to ALFC (electrical, control system, simulation)

ALFCbookfig

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